C
Compiler & Language Architect
•8 min read
A 2026 Survey of Rust GUI Libraries
Rust’s GUI ecosystem has moved from experimental prototypes to production‑grade toolkits. Engineers now evaluate libraries not only on feature completeness but ...
All Articles (498)
Explore all our technical publications, guides, and articles.
S
Senior AI Research Scientist
•6 min read
A Supply-Chain Worm Wrote Itself Into Claude Code's Hook Files to Survive Credential Rotation
In late 2023, a novel malware variant dubbed "PhantomHook" infiltrated development ecosystems by exploiting the trust placed in Anthropic's Claude Code tool. Ra...
L
Lead Frontend & Web Architect
•12 min read
BrunnerCTF 2026 - Welcome Aboard (Web)
The "Welcome Aboard" challenge from BrunnerCTF 2026 presented a multi-tenant onboarding gateway built on a modern Node.js and TypeScript stack. On the surface, ...
L
Lead Frontend & Web Architect
•11 min read
Cómo solucionar el error "Text content does not match server-rendered HTML" en Next.js App Router
El mensaje *“Text content does not match server-rendered HTML”* indica una inconsistencia entre el HTML generado en el servidor y el que React intenta “hidratar...
P
Principal Cloud Architect
•8 min read
Domux: a compact open model for smart-home command understanding at the edge
Smart home voice assistants have been plagued by a fundamental architectural flaw: sending every "turn on the lights" command to the cloud for processing. This ...
K
Kernel & Systems Software Engineer
•10 min read
From Local Folder to Github: Setting Up my First Project With Git and Github: A Guide
You have a folder. It sits on a disk, managed by a filesystem—NTFS, APFS, ext4, maybe ZFS if you're feeling adventurous. It contains source code, configuration,...
S
Senior AI Research Scientist
•7 min read
GitHub Trending: affaan-m/ECC
In the relentless pursuit of efficient AI inference, we've reached a fascinating bifurcation: massive language models (LLMs) demand ever-larger context windows,...
S
Senior AI Research Scientist
•8 min read
GitHub Trending: freestylefly/awesome-gpt-image-2
The `freestylefly/awesome-gpt-image-2` repository is a curated collection of tools and examples that bridge the gap between natural language processing and imag...
S
Senior AI Research Scientist
•12 min read
GitHub Trending: openai/codex
When GitHub’s trending feed highlights a repository that promises to write production‑ready code from natural language, the engineering community takes notice. ...
S
Senior Web3 & Smart Contracts Engineer
•12 min read
How I built an FVG trading bot for OKX and made 99% of its signals useless on purpose
Fair Value Gaps (FVG) are a widely discussed price action pattern in algorithmic trading. The concept tracks a three-candle sequence where the high of the first...
S
Senior AI Research Scientist
•7 min read
How I recorded my first product demo in 54 seconds (OBS, ffmpeg, openai.fm)
Building product demos used to be one of those recurring friction points that ate into engineering velocity. Between scripting, screen capture, audio sync, and ...
C
Compiler & Language Architect
•6 min read
I built a daily JavaScript puzzle game where a wrong answer physically can't ship
For decades, software development culture has treated the submitted pull request as the ultimate arbiter of quality. Even when automated linting passes and unit...
C
Compiler & Language Architect
•11 min read
I built a JSON toolkit that never sends your data anywhere
When we started building internal tooling for handling sensitive configuration and PII-laden payloads, we hit a wall. The industry standard for JSON manipulatio...
C
Compiler & Language Architect
•10 min read
I failed at time management five times. Then I audited where the time actually went.
I have spent the last decade writing code in several languages, shipping features, and trying to stay productive. Yet I repeatedly found myself staring at the c...
L
Lead Frontend & Web Architect
•11 min read
I'm 14, I my coding environment is on a phone, and I shipped 3 projects till now.
At first glance, the premise sounds like a curiosity—a teenager hacking away on a smartphone screen. But beneath that surface lies a deliberate architectural ch...
S
Senior AI Research Scientist
•12 min read
I’m testing a faster way to research podcast guests before an interview
Preparing for a technical podcast interview used to mean spending three hours cross-referencing GitHub repositories, reading scattered blog posts, and manually ...
L
Lead Frontend & Web Architect
•10 min read
Kubernetes Architecture
When we provision cloud infrastructure for modern applications, the choice of orchestration platform fundamentally shapes system reliability and operational eff...
S
Senior AI Research Scientist
•8 min read
Level 100: Claude foundations
Building production‑grade AI services demands more than a raw API call. It requires an architecture that treats the model as a core runtime component, integrate...
L
Lead Frontend & Web Architect
•8 min read
Node.js Product Analytics-Style API: 3 Metrics Dashboard Rollback Drills
Analytics APIs often become the silent backbone of product decisions. When a new version silently skews a metric, downstream dashboards can mislead stakeholders...
L
Lead Frontend & Web Architect
•12 min read
Object Storage vs File Storage: When to Use Which (2026)
Choosing between object storage and file storage is a recurring decision in modern web architectures. Both primitives solve persistence, yet they expose differe...
P
Principal Database Architect
•10 min read
Opinion: Your Tests Can't See What a Migration Destroys — Dry-Run It on a Clone
We’ve all been there. You write a migration, run the test suite, watch the green checkmarks roll in, and ship it. Then, hours later, alerts start firing: corrup...
S
Senior AI Research Scientist
•12 min read
Pi Coding Agent Review: Minimal, Hackable AI Coding CLI
The AI coding tooling space has saturated with heavy IDE extensions and monolithic agents that abstract away every layer of the generation pipeline. Pi takes a ...
S
Staff DevOps & Infrastructure Engineer
•9 min read
Remote Troubleshooting Restores VPN Server After Failed Restart, Resolving Inaccessibility Issue
In production environments where remote connectivity is the primary operational vector, a VPN server that fails to restart creates an immediate blind spot. SSH ...
P
Principal Cloud Architect
•6 min read
# Stopping S3 Data Exfiltration in Real Time: A Step-by-Step Incident Response
S3 data exfiltration isn’t just a theoretical threat—it’s a critical operational risk. As organizations increasingly rely on AWS S3 to store sensitive workloads...
L
Lead Data Scientist
•12 min read
Understanding the Git Workflow: Working Directory, Staging, Commit, and Push.
Data science projects evolve through iterative experimentation—adjusting features, tuning models, and validating results. Without a disciplined way to track cha...
P
Principal Cloud Architect
•12 min read
Web APIs and Batch Jobs Communicate Failure Differently
When we design cloud-native systems, we often treat failure handling as a single concern. We reach for the same retry library, configure identical timeout value...
S
Senior AI Research Scientist
•11 min read
What 166K Clicks Taught Me About Using AI for SEO
We treated 166,000 clicks as a telemetry dataset, not a vanity metric. Over nine months, our engineering team deployed an AI-driven content generation pipeline ...
C
Compiler & Language Architect
•12 min read
What makes a Mac voice assistant private?
Privacy in modern voice assistants is rarely the result of a single security feature. It is an architectural guarantee enforced by language design, runtime boun...
S
Senior AI Research Scientist
•12 min read
Your Agent Loop Is Lying About Being Done: Writing Verifiable Stop Conditions
We deployed an autonomous debugging agent to triage production alerts. In staging, it solved tickets in three steps. In production, it either spun for forty-fiv...
S
Staff DevOps & Infrastructure Engineer
•8 min read
3 Tier Application On EKS
Building a three-tier application—frontend, backend, and database—on Amazon Elastic Kubernetes Service (EKS) sounds like a textbook exercise until you hit the r...
S
Senior AI Research Scientist
•11 min read
Agentic AI That Survives the Enterprise, Part 5: Humans in the Loop Without Burning Out Humans
When we first introduced autonomous agents into our production pipelines, the expectation was simple: let the model handle the work, intervene only on outliers....
S
Senior AI Research Scientist
•12 min read
AI Code Review at Scale: LinkedIn's Multi-Agent Approach
At enterprise scale, pull requests do not just accumulate; they fracture developer focus. When a single repository pushes thousands of commits daily, traditiona...
C
Compiler & Language Architect
•71 min read
Antes de escrever uma linha de código, tive que provar que aguentava trocar de SO
An in-depth technical analysis and practical guide for software engineers.
P
Principal Systems Architect
•8 min read
Automatic HTTPS on Kestrel in 2026, now that LettuceEncrypt is archived
The web has not changed much since 2010—yet every deployment team runs into the same friction when configuring secure connections. For years, developers relied ...
L
Lead Frontend & Web Architect
•9 min read
AWS EC2 Deployment — Q&A Reference
If you have spent any time running production workloads on AWS, you know that EC2 is simultaneously the most fundamental and the most dangerous primitive in the...
S
Senior AI Research Scientist
•6 min read
AWS Releases Aws-Bench to Evaluate Agents on Cloud Tasks
The rise of autonomous agents—software entities capable of executing complex sequences of actions across cloud infrastructure—has created a critical need for st...
C
Compiler & Language Architect
•1 min read
Cloudflare Announces Kitesurf, a Browser Engine for Agents
Traditional browser engines are fundamentally built for rendering pixels and simulating human UI interactions. When we try to run autonomous AI agents on top of...
L
Lead Frontend & Web Architect
•10 min read
Create React App is Dead. What’s Next? (Vite vs. Next.js)
Create React App (CRA) served a purpose for years: a zero‑config scaffold that let teams spin up a React codebase in seconds. But the ecosystem moved on. Webpac...
N
Network Protocols Specialist
•13 min read
DNS, HTTP/1.1, HTTP/2, HTTP/3, CORS — A Beginner's Deep Dive
Every network request your application makes traverses a layered protocol stack that operates largely out of sight. When you paste a URL into a browser or trigg...
S
Senior AI Research Scientist
•13 min read
Felony Bench: Be AI, Do Crime
Evaluating large language models for safety and policy compliance has become one of the most brittle parts of modern AI engineering. Static test suites fail to ...
C
Compiler & Language Architect
•8 min read
How I Decide a RAXXO Tool Needs a Redesign, Not a Patch
Every engineering team has *that* tool. The one that started as a clean compiler pass for a domain-specific language, but over time became a maze of conditional...
C
Compiler & Language Architect
•12 min read
How to Build a Local-Service Site That Can Answer ‘Can You Fix My RV Today?’
The phone rings. A stranded RV traveler needs a mechanic by sunset. The query is simple: "Can you fix my RV today?" But the answer requires checking real-time t...
L
Lead Frontend & Web Architect
•7 min read
HTML is getting cool again: Meet the Invoker Commands API
HTML has long been the static canvas of the web, but its role is evolving. Modern frontend architectures demand dynamic, declarative interactions between markup...
L
Lead Frontend & Web Architect
•11 min read
I built Kintara because apparently having too many hobbies eventually leads to building your own document management system.
Last year, I found myself juggling five different tools just to keep track of personal projects, research notes, receipts, and half-finished design documents. N...
P
Principal Cloud Architect
•12 min read
I Got AWS Credits. So I Built Something for the Community.
When a cloud provider hands you a grant of credits, the instinct is usually to spin up a vanity cluster or run benchmark scripts until the balance hits zero. I ...
S
Senior AI Research Scientist
•6 min read
Job Hunt With a Bot?
When I was actively job hunting, I spent weeks applying to roles only to realize most applications went into a black hole. Between parsing job descriptions, cra...
S
Senior AI Research Scientist
•10 min read
Life On Earth is 100% AI Generated Slop.
Evolution doesn't care about quality. It doesn't care about elegance or efficiency. It churns out variants, selects the survivors, and repeats. What emerges isn...
S
Senior AI Research Scientist
•3 min read
Linus Torvalds uses AI to debug an Intel GPU driver bug
The Linux kernel maintainer community recently lit up on Lobste.rs with a thread titled "Linus Torvalds uses AI to debug an Intel GPU driver bug." While Linus’s...
S
Senior AI Research Scientist
•10 min read
May the Source Be With You: Why Your AI Agent Is Only as Good as Its Knowledge
When we first started building agents powered by large language models, the excitement centered on model size and prompt tricks. It didn’t take long to notice a...
S
Senior Software Architect
•7 min read
Mini book: Architecture as a Socio-Technical Craft
In modern distributed systems, architecture is frequently reduced to a stack of technologies and a set of dependency trees drawn in whiteboards. We celebrate th...
C
Compiler & Language Architect
•12 min read
My First GitHub Project.
My first GitHub project wasn't a polished framework or a clever utility. It was `LexiGraph`, a static analysis tool that parses source code into a dependency gr...
S
Senior AI Research Scientist
•12 min read
My First GitHub Project: From a Local Folder to GitHub Using Git and SSH
Reproducibility breaks long before model architecture does. In our research clusters, the most frequent failure point for new AI engineers is not gradient diver...
P
Principal Cloud Architect
•7 min read
Navigating Microsoft Azure Certifications in 2026: Value, Trends, and Blueprint Strategy
Azure certifications have moved beyond a simple badge on a résumé. In 2026 they signal a concrete ability to design, operate, and secure workloads on a platform...
L
Lead Frontend & Web Architect
•5 min read
Next.js Dynamic Routes now also available in Faces!
The web development community has been buzzing about Faces—a rising framework for building server-rendered UIs—after its recent announcement: dynamic routing is...
L
Lead Frontend & Web Architect
•12 min read
Notas de campo: la resolución de la cascada, de principio a fin
La cascada CSS no es una cola de prioridades arbitraria. Es un motor de resolución determinista que transforma hojas de estilo dispersas en un árbol de renderiz...
S
Senior AI Research Scientist
•12 min read
Our Product Hunt launch returned 2 upvotes and 0 signups. Here is every number.
Launch day delivered two upvotes and zero signups. Most teams would call it a marketing miss and pivot to ad spend. We treated it as a production stress test. L...
C
Compiler & Language Architect
•12 min read
Platty Game indev (RELEASE!)
We shipped the `indev` release of Platty today. This is not a wrapper around C++, nor is it a script injection layer bolted onto an existing engine. Platty is a...
C
Compiler & Language Architect
•9 min read
PR#1: Make SurrealDB performance slightly better
Our production cluster runs a modest fleet of SurrealDB instances to store user profiles and activity logs. As the dataset grew past the 50 M document mark, que...
S
Senior AI Research Scientist
•7 min read
Presentation: SafeChat: Building AI-Powered Safety Systems at Scale in a Real-Time Marketplace
In real-time marketplaces, every message is a transaction. If the platform cannot guarantee that a buyer and seller are communicating without fraud, harassment,...
C
Compiler & Language Architect
•12 min read
Running the blog's content autopilot on a Claude subscription, not API credit
When we first architected our internal content pipeline, we defaulted to the standard pay-per-token API model. The math looked straightforward until production ...
C
Compiler & Language Architect
•12 min read
rust-glancer: An alternative LSP for Rust with focus on low memory usage
The Rust tooling ecosystem has matured rapidly, yet one constraint remains stubbornly present: language servers consume more memory than most developers expect....
C
Compiler & Language Architect
•6 min read
Site list scrolls to top on every delete — fixing the missing keepScroll argument across 6 call sites
During a recent code health initiative, our team encountered a subtle UX regression: every time a user deleted an item from a site list, the viewport snapped ba...
S
Senior AI Research Scientist
•6 min read
Smashing the MCP + Skill Tradeoff: More Guidance, Better Agents?
The Model Context Protocol (MCP) has become a cornerstone for building sophisticated AI agent architectures, enabling models to interact with tools, data, and e...
C
Compiler & Language Architect
•10 min read
The 4,000-Token Tax: Auto-Disabling Claude Code Plugins You Haven't Touched in 30 Days
Context windows are the new disk space: expensive, finite, and constantly filling up with junk you forgot existed. If you’re building on top of Claude Code—or a...
P
Principal Cybersecurity Specialist
•7 min read
The Exact Funnel I Use to Get Free CLI Tools Their First Users
I’ve shipped more CLI tools than I can count—some became widely adopted, others gathered dust. The difference wasn’t better marketing budgets or viral tweets. I...
P
Principal Systems Architect
•9 min read
The Great Android Stack Reset: Mobile System Design History
The evolution of Android from a monolithic platform to a modular, contract‑first ecosystem represents one of the most significant architectural transformations ...
L
Lead Frontend & Web Architect
•8 min read
VoidZero Releases Vite+ Beta: A Unified Web Toolchain Behind a Single Command
Modern frontend development relies on a patchwork of tools: a bundler for module resolution, a linter for style compliance, a formatter for code consistency, a ...
P
Principal Cybersecurity Specialist
•10 min read
Week-6, 7, 8
In most software projects, security gets a cursory look during the first sprint. By the time the sixth week arrives, teams often discover that their initial tru...
P
Principal AI Agent Architect
•11 min read
What is RAG? How Retrieval-Augmented Generation Works
When we first encountered large language models (LLMs) in production, the limitation of static context windows became a hard ceiling on utility. We could not em...
P
Principal Database Architect
•8 min read
Why a 99% Cache Hit Rate Is 10x Faster Than 90% (Not 9%)
When you glance at cache metrics, the jump from 90 % to 99 % hit rate often feels like a modest 9 % improvement. In reality the system latency can shrink by an ...
L
Lead Frontend & Web Architect
•5 min read
Your Website May Rank and Still Lose Traffic: A Practical AI-Search SEO Checklist
Let’s be real: Ranking page 1 of Google is no longer a win if no human clicks. I’ve seen production dashboards where traffic tanks overnight—despite 95th percen...
C
Compiler & Language Architect
•12 min read
Announcing Rust 1.98.0
Rust 1.98.0 lands at a structural inflection point for the language. After years of iterative stabilization, this release hardens three critical pillars: const ...
L
Lead Frontend & Web Architect
•12 min read
Building a Full Enterprise-Ready React + Spring Boot Auth Flow: An End-to-End Guide
Tutorial authentication flows break under production load. They assume single-tab usage, ignore concurrent request collisions, and treat refresh tokens as immut...
S
Senior AI Research Scientist
•11 min read
Cloudflare Cuts Astro Github Issues by 85% with AI Agents
Maintaining a high-velocity framework like Astro means the issue tracker is the first line of defense against production incidents. For years, the team faced a ...
S
Senior AI Research Scientist
•11 min read
Cloudflare Turns Engineering Standards Into an AI-Enforced Control System
Engineering standards usually live in markdown files that developers skim once and forget. At scale, static linters and regex-based gates fail to catch semantic...
P
Principal Database Architect
•12 min read
Dennis Started Keeping Notes Or: what happens when your software refuses to forget what it saw.
When we call a system "stateful," we usually mean it holds enough context to process the next request correctly. But when that context grows unbounded, the syst...
L
Lead Frontend & Web Architect
•12 min read
Emacs 31.1 will release on 8/24
The August 24 release of Emacs 31.1 marks a structural inflection point for developers working with modern web stacks. For years, Emacs operated as a highly cus...
C
Compiler & Language Architect
•12 min read
Enabling the next-generation trait solver on nightly | Rust Blog
When we hit the limits of the legacy trait solver during our recent migration to Rust 1.75, the compiler error messages stopped being helpful and started being ...
L
Lead Frontend & Web Architect
•11 min read
Fixing a null-body crash in the Formbricks survey SDK, found by Sentry
At 02:14 UTC, our Sentry dashboard spiked. A `TypeError: Cannot read properties of null (reading 'questions')` was bubbling up from the Formbricks survey SDK ac...
P
Principal Embedded Systems Engineer
•3 min read
Fixing a Snapcraft Build that had been Broken for Two Years
When we inherited the repository for the edge sensor gateway, the build pipeline had been dead for exactly two years. The CI system threw generic compilation er...
P
Principal Cloud Architect
•12 min read
From PHP to team lead of agents: rethinking judgment, review, and data with Google's Andi Gutmans (Part 1)
When Andi Gutmans co-authored the Zend Engine, he solved a concrete problem: how to execute PHP reliably under concurrent load while keeping memory usage predic...
P
Principal ML Engineer
•13 min read
Genuine Intelligence will never in trillion years emerge from neural networks.
When we audit high-throughput inference pipelines, the pattern is consistent: neural networks excel at interpolation, falter at extrapolation, and collapse unde...
S
Senior AI Research Scientist
•12 min read
Get rid of your CAPTCHA, the future of the web is bots
CAPTCHAs were designed for a web that no longer exists. They were built to distinguish human users from crude scripts, but modern AI agents, LLM-driven scrapers...
C
Compiler & Language Architect
•13 min read
GitHub Trending: AprilNEA/OpenLogi
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•12 min read
I Ran a 284B-Parameter LLM From 3.2GB of RAM — in Plain C
The headline reads like a benchmark trick, but the engineering behind it is straightforward constraint management. A 284-billion parameter transformer requires ...
S
Senior AI Research Scientist
•11 min read
I Shipped a Security Product I Cannot Fully Audit
When we decided to add a machine‑learning anomaly detector to our network‑security gateway, we knew we were introducing a component that could not be exhaustive...
S
Senior AI Research Scientist
•12 min read
I Turned 9,575 Jewelry Comments Into Landing-Page Tests—Without Calling Reddit a Market Survey
Traditional market research moves at the speed of spreadsheet exports. You draft questions, wait for respondents, clean the data, and hope the insights translat...
S
Senior AI Research Scientist
•12 min read
If this is true, the hyperscalers are toast
The recent discussion on Lobste.rs about decentralized inference meshes hit a nerve because it addresses a concrete engineering bottleneck: centralized GPU comp...
L
Lead Frontend & Web Architect
•8 min read
is-agentic Scored Promptway 74. Here Is What I Changed
Our team inherited a web service that relied on a static prompt template for every request. The approach worked until the LLM latency grew and the cost per toke...
L
Lead Frontend & Web Architect
•10 min read
macOS: Open Files and Folders in VS Code from Finder
Every day, a significant portion of a backend or full-stack developer’s time is consumed by the constant toggling between file explorers and integrated editors....
P
Principal Database Architect
•9 min read
NULL in SQL: Why = NULL Finds Nothing and What to Write Instead
During a recent migration of our promotional dashboard to handle millions of campaign records, a critical reporting query silently failed. The team spent four h...
Q
Quantum Computing Researcher
•12 min read
Quantum-Augmented Applications: Integrating Quantum Subroutines into Classical Software Stacks
Quantum computing does not replace classical infrastructure. It accelerates specific computational bottlenecks that scale poorly on traditional architectures. T...
S
Senior AI Research Scientist
•13 min read
Running several coding agents in parallel on Windows, without WSL or tmux
Parallel execution of LLM-driven coding agents is the primary bottleneck in modern autonomous development pipelines. Most tutorials default to WSL or terminal m...
S
Senior AI Research Scientist
•12 min read
Running three coding agents at once is easy. Noticing when they need you isn't.
Spinning up multiple autonomous coding agents requires minimal boilerplate. Modern orchestration frameworks handle task distribution, tool binding, and LLM rout...
P
Principal Cybersecurity Specialist
•4 min read
Security news weekly round-up - 21st August 2026
The week of August 21, 2026 delivered a concentrated wave of security developments that forced a reassessment of traditional perimeter-centric defenses. Recent ...
K
Kernel & Systems Software Engineer
•11 min read
Show Dev: DevsFTP — An open-source, S/FTP client with dynamic HSL themes, embedded SSH terminals, and AES-256 local vaults.
We built DevsFTP to address a gap in the developer toolkit: a secure, performant, and deeply integrated file transfer client that respects modern OS boundaries....
S
Senior AI Research Scientist
•12 min read
The Feedback Dilemma: Your Agent's Memory Learns Most From a Signal It Almost Never Sends
When we first deployed autonomous routing agents in our staging environments, we hit a predictable wall. The agents performed flawlessly against labeled evaluat...
C
Compiler & Language Architect
•13 min read
What Zig felt like, coming from Rust
When I first opened a `.zig` file after shipping production Rust services for three years, the absence of the borrow checker didn't feel like freedom. It felt l...
S
Senior AI Research Scientist
•12 min read
When AI Says "Task Complete," Who's Actually Speaking?
The terminal prints `Task Complete`. The dashboard turns green. The pipeline advances. If you trace the stack trace, however, the large language model didn't em...
P
Principal Database Architect
•9 min read
Which SQL Database Should You Install?
Last year, I watched a team spend six months migrating off a distributed SQL cluster they never needed. The kicker? Their peak load was 200 writes per second. A...
C
Compiler & Language Architect
•13 min read
Why I am Switching To UV and why you should too!
Python dependency management has been an architectural liability for years. The standard resolver operates with quadratic complexity, CI pipelines stall on sequ...
L
Lead Frontend & Web Architect
•11 min read
Why I Built a No-Signup QR & URL Utility Platform (And How to Use the API)
We have all encountered the friction. You need a QR code for a conference badge, a shortened URL for a tweet, or a quick link to share a config file. You open a...
L
Lead Frontend & Web Architect
•11 min read
Why I Built a Simple App to Understand Isar in Flutter (And the Challenges I Faced)
I told the engineering team we would spin up a quick prototype to evaluate local storage options for our Flutter Web application. The goal was straightforward: ...
S
Senior AI Research Scientist
•13 min read
AI Won't Replace Project Managers, But It is Reshaping How Work Gets Done
The narrative that large language models will automate away project management roles misses the actual engineering problem. Project management at scale is not a...
S
Senior AI Research Scientist
•13 min read
Announcement: We've Updated The Rules, and April Is Finally Over
After six months of internal stress testing and community feedback, we are shipping the production release of the dynamic constraint engine for AI inference pip...
S
Staff DevOps & Infrastructure Engineer
•11 min read
Building a viral Imax ticketing app that never crashes
When a high-demand IMAX film drops, traffic doesn't ramp up; it detonates. We're talking about a thundering herd problem where thousands of concurrent requests ...
K
Kernel & Systems Software Engineer
•12 min read
Developers are attached to tools because tools encode trust
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•7 min read
DFlash 2: Keep Drafting Parallel
The last five years have seen AI-assisted writing move from experimental demos into daily driver tools for engineers, marketers, and product teams. Most platfor...
A
Algorithms & Complexity Specialist
•12 min read
Every release makes the harness harder to fool: LLMKube 0.9.19
LLM evaluation harnesses have become the weakest link in modern inference pipelines. When we shipped LLMKube 0.9.18, we saw adversarial prompts bypassing static...
S
Senior AI Research Scientist
•11 min read
Explorers, exploiters, and the myth of the 100x engineer
The industry is currently obsessed with a single metric: velocity. Marketing decks promise that Large Language Models (LLMs) will turn every developer into a "1...
S
Senior AI Research Scientist
•9 min read
Feature Request: Support AGENTS.md
We are seeing a massive surge in "agentic" workflows on Hacker News and across specialized AI research circles. Everyone is building autonomous agents—small, sp...
S
Senior AI Research Scientist
•12 min read
How to be fearlessly AI native
Most engineering teams treat AI integration like a feature flag: flip it on, wire an LLM to a REST endpoint, and hope the stochastic outputs align with business...
P
Principal Database Architect
•11 min read
.NET 11 Preview 7 Brings Updates Across C#, ASP.NET Core, EF Core, and Windows Forms
Preview 7 of .NET 11 marks a distinct pivot in how the framework handles data movement, query compilation, and UI binding. The engineering teams behind the runt...
S
Senior AI Research Scientist
•12 min read
No Dumb Questions: What is AI context architecture? Why not just build your own?
When we first evaluated long-context models, the engineering team ran a simple experiment: we fed a 200,000-line codebase directly into a 128k window and asked ...
L
Lead Frontend & Web Architect
•11 min read
Node.js Welcome Flow Explained — Custom-Domain Email API Suppression, DKIM, Polling
Sending a welcome email looks trivial until it lands in the spam folder three days after a product launch. In production, a welcome flow is not a single HTTP ca...
C
Compiler & Language Architect
•8 min read
Os8088.com: IBM XT OS now has a Browser, CP/M 2.2 with Z80 core and MS Word 1.1a
The project Os8088.com started as a curiosity: can a machine built around the 8088 CPU from 1982 run modern web browsers, legacy CP/M software, and even a vinta...
P
Principal Systems Architect
•12 min read
Partnerships can keep open source sustainable
Open source sustainability is rarely a funding problem. It is a distributed systems problem. When a critical library loses its primary maintainer, production pi...
S
Senior AI Research Scientist
•12 min read
Solving integration woes with a hackathon
AI systems rarely fail because the model lacks capability. They fail at the seams. When upstream LLM outputs shift, when legacy APIs return malformed JSON, or w...
L
Lead Frontend & Web Architect
•6 min read
Stop Copy-Pasting Parts in Docker Compose
Last sprint, the dev‑ops squad found themselves editing the same logging block in five separate `docker‑compose.yml` files. One tweak to the `log‑driver` meant ...
C
Compiler & Language Architect
•12 min read
The future of development is full-stack
The boundary between frontend and backend engineering has dissolved, not through organizational restructuring, but through language evolution. Modern runtimes a...
S
Senior AI Research Scientist
•12 min read
You need reliable AI context for your site reliability
AI-driven incident response is no longer a theoretical exercise. Teams are deploying large language models to triage alerts, draft runbooks, and suggest remedia...
P
Principal Cloud Architect
•13 min read
Your MVP doesn’t need a Kubernetes cluster
We have normalized a dangerous architectural reflex: drawing a Kubernetes diagram before writing a single line of application code. The impulse is understandabl...
S
Senior AI Research Scientist
•12 min read
Your trusted knowledge layer: Introducing Stack Internal's new platform experience
Large language models scale well until they meet production data. The moment you point a foundation model at internal documentation, API references, or complian...
S
Senior AI Research Scientist
•6 min read
A joke domain purchase turned in geopolitical warfare
I once bought a domain purely for laughs: **AIGeopolitics.com**. I imagined a light‑hearted blog about AI ethics, maybe a meme repository. The next morning, I r...
S
Senior AI Research Scientist
•5 min read
AI usage patterns in software teams
The integration of artificial intelligence into software development has moved beyond novelty status. Engineering teams at scale are actively designing systems ...
S
Senior AI Research Scientist
•9 min read
Air Theremin – a browser theremin you play by waving at your webcam
Imagine a music instrument that turns your webcam into a microphone and your hand into a control surface. A theremin, traditionally played by moving hands in mi...
P
Principal Cloud Architect
•7 min read
Cerebras CS-4
The Cerebras CS‑4 is a wafer‑scale accelerator that brings AI inference into a single die. It replaces the traditional GPU‑centric approach with on‑chip SRAM me...
P
Principal Cloud Architect
•12 min read
Cerebras CS4
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•9 min read
Extensible Software in the age of LLMs
For years, extensibility meant one thing: a carefully crafted API. You defined interfaces, published SDKs, documented contracts, and hoped developers would buil...
C
Compiler & Language Architect
•6 min read
Go 1.27
Go’s release cycle has always been predictable—twice a year, with each version delivering incremental improvements. But Go 1.27 stands out. Hacker News is buzzi...
C
Compiler & Language Architect
•6 min read
Google replaced Git tags for certain source code with obtaining via Google Drive
Let me start with a story from a recent Hacker News thread that stopped me mid-scroll. A developer shared their frustration: “We’ve been relying on Git tags for...
S
Senior AI Research Scientist
•5 min read
GrapheneOS in 2027 available on high-end Motorola phones
The mobile industry has witnessed significant advancements in recent years, with a growing focus on artificial intelligence (AI) and security. GrapheneOS, a cut...
S
Senior AI Research Scientist
•9 min read
Launch HN: OneCLI (YC S26) – OSS sandboxed agent harness for teams
An in-depth technical analysis and practical guide for software engineers.
P
Principal Database Architect
•8 min read
Looking for Missed Alarm Bugs in a Formal Verification Tool
Last month, a major e-commerce platform lost $2.3 million in a single hour. Not from a DDoS attack or a cache stampede—but from a corrupted shopping cart state ...
S
Senior AI Research Scientist
•9 min read
Markdown Tricks for Cleaner Docs
When you spend more time fixing formatting than explaining ideas, documentation becomes a drag. Small markdown tweaks can turn a noisy wall of text into something clean.
P
Principal Cloud Architect
•6 min read
Meta's blockbuster trial draws parallels to big tobacco
The recent Meta trial has sent shockwaves through the tech industry, with many drawing parallels to the big tobacco saga of the 1990s. At its core, the trial re...
P
Principal Database Architect
•8 min read
PostgreSQL for Everything
Relational databases have been the backbone of enterprise applications for decades. PostgreSQL, however, has evolved from a solid SQL engine into a multi‑model ...
K
Kernel & Systems Software Engineer
•9 min read
Solo – a .so loader for static Linux binaries
We are taught that static linking is the ultimate solution for portability. You compile your Go binary, you ship a single, massive blob, and you walk away. No "...
L
Lead Frontend & Web Architect
•9 min read
Testing the claim: a degraded-link matrix as a required CI gate
A recent Dev.to discussion argues that every CI pipeline for a web‑service must include a “degraded‑link matrix” gate. In short, the claim is that before mergin...
L
Lead Frontend & Web Architect
•12 min read
The Login Loop of Doom: How a Naive datetime Held Our Users Hostage
It started with a Slack alert at 9 AM. Then another. And another. Within thirty minutes, our entire engineering team was staring at a live dashboard showing a 1...
C
Compiler & Language Architect
•9 min read
The Two Factions of C++
Walk into any C++ conference, pull up a Godbolt window, or scroll through a heated GitHub issue thread, and you’ll see the same fault line. It’s not about tabs ...
C
Compiler & Language Architect
•8 min read
An Agent's Work Isn't "Done Later" Until You Can Find It Later
Every developer has stood in front of a blank editor, typing a function name that exists somewhere else in their mind but nowhere visible. We've all been there—...
C
Compiler & Language Architect
•7 min read
An update on leaving Gmail for Fastmail
Six months ago, I pulled the plug on Gmail for my personal and small-team email infrastructure. Not because I’m chasing the latest trend, but because the cost-p...
L
Lead Frontend & Web Architect
•5 min read
Automating Daily Bluesky Posts with a JSON‑Driven Content Pipeline
Consistency is key when it comes to social media posting. Businesses and individuals alike strive to maintain a strong online presence, and automated content pi...
C
Compiler & Language Architect
•10 min read
Beware Management Consultants
When a management firm arrives on your team promising rapid transformation—new abstractions, modern type systems, revolutionary performance gains—you feel the u...
S
Senior AI Research Scientist
•7 min read
Connect GitHub to ChatGPT: Obsidian Vault as Project Context
Ever feel like you're playing whack-a-mole with context? You're knee-deep in an Obsidian vault, switching between code files, documentation snippets, and GitHub...
P
Principal Database Architect
•6 min read
Degraded performance for multiple models
We’ve all seen it—applications that work fine with a single model but start choking when multiple models come into play. Maybe it’s a user profile system couple...
S
Staff DevOps & Infrastructure Engineer
•8 min read
End-to-End Setup Guide: Integrating Playwright + Cucumber with Harness CI
Testing complex user journeys in a modern distributed system is a headache. You have microservices spinning up, transient database states, and asynchronous even...
S
Senior AI Research Scientist
•11 min read
Fairphone 6 and PostmarketOS working main camera
A Fairphone 6 runs a mainline kernel on PostmarketOS, giving the device a long‑term software support model that many flagship phones no longer provide. The main...
S
Senior AI Research Scientist
•7 min read
GPT-5.6 Sol Pricing Cut by 50%
The launch of GPT-5.6 Sol marked a turning point for large language model serving. The model’s architecture delivers competitive quality while targeting a lower...
S
Senior AI Research Scientist
•10 min read
Israel creates fake think tank in likely attempt to dupe AI chatbots
Last week, Hacker News surfaced a report that an Israeli contractor built a fictitious "European Center for Policy Research" — complete with a polished website,...
P
Principal Database Architect
•7 min read
Linux 7.3 improves performance when running out of vRAM
A PostgreSQL instance that exhausts physical RAM suddenly starts swapping, and query latency spikes into the seconds. In our production cluster we saw a 3× slow...
C
Compiler & Language Architect
•6 min read
Multi-Armed Bandit Testing: How It Works and When to Use
Imagine running an e-commerce platform where a new product recommendation algorithm is being tested. Traditional A/B testing might allocate 50% of users to the ...
S
Senior AI Research Scientist
•11 min read
Norway Should Buy OpenAI
The conversation about national AI strategy has moved beyond theoretical debates and into concrete procurement decisions. For Norway, the question of whether to...
L
Lead Frontend & Web Architect
•9 min read
Prisma Studio is not an admin panel
Prisma has become the de facto standard for database access in Node.js applications. Its type-safe client, migration tooling, and intuitive schema language have...
C
Compiler & Language Architect
•8 min read
Python Polars Cheatsheet (based on our O'Reilly book)
When we first started migrating our analytics pipelines away from Pandas, the motivation was simple: memory. We had a 50GB dataset of user interaction logs, and...
P
Principal Database Architect
•7 min read
Rethinking Database Programming
For decades, we’ve treated databases as imperative machines: send a SQL string, get rows back. It works until it doesn’t. The model frays when queries become ad...
L
Lead Frontend & Web Architect
•7 min read
The Railway Test
Testing is not an afterthought; it is the foundation that keeps web applications moving reliably from development to production. In a world where a single API f...
C
Compiler & Language Architect
•7 min read
Turbovec – Google's TurboQuant for vector search in Rust
Vector search has become a backbone for modern AI services, powering recommendation engines, image retrieval, and semantic caching. The naive approach—storing r...
S
Senior AI Research Scientist
•7 min read
Using the railway network as a flatbed scanner
Traditional infrastructure inspection is a reactive, episodic nightmare. To check a bridge's structural integrity or a rail's alignment, you typically deploy a ...
S
Senior AI Research Scientist
•9 min read
A support chatbot needs to be designed for what it won't answer, not just what it will
Most engineers approach LLM-based chatbot development with a "generative mindset." We spend weeks fine-tuning prompts to ensure the bot answers questions about ...
P
Principal Cybersecurity Specialist
•8 min read
A WordPress Plugin Changed. Then We Found a PHP Backdoor.
A few weeks ago our staging environment emitted a flurry of outbound HTTP requests to an unknown IP. The logs showed a single request per minute, each carrying ...
S
Senior AI Research Scientist
•7 min read
AI-Generated GitHub Copilot "Autofix" Allowed Compromise of Snowflake's Jira
A few weeks ago a security researcher discovered that an AI‑generated Copilot Autofix for a Snowflake Jira automation rule introduced a silent privilege‑escalat...
S
Senior AI Research Scientist
•1 min read
AI专用芯片御三家：Celebras vs Groq vs Taalas（今天的主角）
随着人工智能（AI）技术的蓬勃发展，传统的计算架构已经无法满足日益增长的计算需求。因此，专用AI芯片的出现成为解决这一问题的关键。Celebras、Groq和Taalas是当前AI专用芯片领域的三大主角。本文将深入探讨这三家公司的芯片架构、特点和性能，帮助读者了解他们的优势和劣势。
S
Senior AI Research Scientist
•2 min read
Anthropic's 'Watermark' Text Adulteration in Claude Is a Perversion of Writing
The release of Claude’s watermark feature turned heads. It promised a way to prove that a piece of text came from the model rather than being copied. In practic...
K
Kernel & Systems Software Engineer
•9 min read
Applying a photosynthetic process to treat “dry eye”
Dry eye disease affects hundreds of millions of people globally, yet current treatments—from artificial tears to punctal plugs—often provide only temporary reli...
S
Senior AI Research Scientist
•12 min read
GPT 5.6 Sol is the best "vision" model OpenAI ever released
For years, the industry has treated images as passive attachments bolted onto language models. You feed a picture into a frozen encoder like CLIP or a multimoda...
C
Compiler & Language Architect
•7 min read
GPU Offload in Rust: Portable, Safe, and Fast
Rust has become a go-to language for systems where performance and reliability matter. When workloads shift from CPU to GPU, the language’s guarantees around ow...
S
Senior AI Research Scientist
•8 min read
HackEurope 2026: A short rant on AI and hackathons
I spent 48 hours at HackEurope 2026 this past weekend, and I left with aentar-atial-tinnitus-inducing headache. Not because of the loud techno sets or the चीजों...
C
Compiler & Language Architect
•6 min read
How Bluesky draws its logo on screenshots
An in-depth technical analysis and practical guide for software engineers.
C
Compiler & Language Architect
•8 min read
How do I permanently disable random Google Photos popup to backup photos? (2024)
Every time you unlock your phone or launch a browser, a prompt from Google Photos asks if you want to enable automatic backup. The annoyance is twofold: it inte...
C
Compiler & Language Architect
•9 min read
How I developed an Am29000 C compiler and web browser
The AMD Am29000 (Am29k) is a fascinating relic of the late 80s and early 90s. It wasn't a general-purpose microprocessor like the Intel 80386; it was a high-per...
S
Senior AI Research Scientist
•8 min read
How to disable or avoid intrusive AI
When a model starts interrupting a user’s workflow with unsolicited suggestions, auto‑generated content, or constant prompts, the experience quickly becomes noi...
N
Network Protocols Specialist
•5 min read
Reticulum – Decentralized Mesh Network
When designing network architectures, engineers often face trade-offs between scalability, security, and complexity. Traditional network architectures, such as ...
S
Senior AI Research Scientist
•6 min read
Rhombus 1.1 is now available
Rhombus, a cutting-edge artificial intelligence framework, has just released its latest version, 1.1. As a significant upgrade to its predecessor, Rhombus 1.1 b...
S
Senior AI Research Scientist
•10 min read
Sokoban AI Solver
Sokoban is a classic box‑pushing puzzle that forces a player to move crates to target locations within a warehouse floor. The rules are simple: the player canau...
C
Compiler & Language Architect
•6 min read
The Lonely Men Who Work in Patagonia, at the End of the World
The wind howls across the ice‑capped plateau, and the satellite dish on the ridge flickers. An `ssh` session stalls, the last byte never arrives. For the two en...
L
Lead Frontend & Web Architect
•8 min read
The Ultimate IDOR Testing Checklist (2026 Edition)
In the early days of web security, Insecure Direct Object Reference (IDOR) was simple: you changed `user_id=123` to `user_id=124` in a URL, and you had access t...
L
Lead Frontend & Web Architect
•6 min read
web page hosting
Hosting a web page isn’t just about clicking “deploy” and hoping for the best. It’s a technical problem rooted in physics, economics, and software design. Wheth...
L
Lead Frontend & Web Architect
•11 min read
Why I Built Unlockt: A Local-First Instagram Saved Archiver, Canvas Collage Studio & 9:16 Video Vault
Every developer knows the frustration of relying on a third-party service for personal media. You upload photos, save highlights, assemble creative collages, an...
P
Principal Embedded Systems Engineer
•8 min read
A 3rd World Embedded Engineer Responds to "RISC-V They Should Have Known Better"
I recently saw a thread on Hacker News titled "RISC-V: They Should Have Known Better." The sentiment was cynical, suggesting that the industry is chasing a ghos...
C
Compiler & Language Architect
•5 min read
A Detector That Only Ever Says "Clean" Proves Nothing
As software engineers, we rely heavily on various detectors and validation tools to ensure our code is robust, secure, and reliable. These detectors are crucial...
C
Compiler & Language Architect
•6 min read
AI Can Find the Failure. Who Decides What the Fix Should Be?
When I'm debugging a complex issue in our production cluster, I often rely on AI-powered tools to help identify the root cause. These tools can analyze vast amo...
S
Senior AI Research Scientist
•12 min read
AI has access to a vastly larger working memory than the human brain
The human neocortex holds roughly 86 billion neurons, each capable of storing roughly ten thousand bits of information. At first glance, this seems remarkable. ...
S
Senior AI Research Scientist
•7 min read
AI in drug discovery – what it is, where we stand and the path forward
AI in drug discovery refers to the use of machine learning and deep learning algorithms to analyze large datasets, identify patterns, and make predictions about...
K
Kernel & Systems Software Engineer
•6 min read
Asynchronous I/O in DuckDB: Work, Thread, Work
DuckDB is a columnar database management system designed to provide high-performance data analysis capabilities. As a key component of modern data management sy...
P
Principal Cloud Architect
•8 min read
[Boost]
Auto-scaling promises relief from capacity planning headaches, but in practice, most teams still over-provision just to stay safe. They slap on a generic policy...
P
Principal Embedded Systems Engineer
•5 min read
Chestnut – eGPU dock with open-source firmware
As a senior staff engineer, I've had the opportunity to work with various eGPU solutions, and I'm excited to share my experience with Chestnut, an open-source e...
S
Senior AI Research Scientist
•5 min read
Claude: System Prompts
Artificial intelligence has become an integral part of our daily lives, from virtual assistants to self-driving cars. One crucial aspect of AI systems is the us...
P
Principal Database Architect
•5 min read
Docker Compose - orquestrando múltiplos containers
Quando se trata de desenvolver aplicações complexas, a capacidade de gerenciar múltiplos containers é fundamental. A containerização é um conceito que permite q...
C
Compiler & Language Architect
•12 min read
How PDF & Document Parsers Actually Work Under the Hood
A PDF looks like a flat, static document. Under the hood, it is a fragmented object graph, compressed through filter chains, cross-referenced by offset pointers...
L
Lead Frontend & Web Architect
•11 min read
Kitchen-Sune: A Community Cookbook
A shared cookbook built by developers for developers solves a simple but recurring problem: finding reliable, version‑controlled recipes that can be forked, twe...
S
Senior AI Research Scientist
•5 min read
MathCode, Mathematical Coding Agent
As software engineers, we're constantly seeking ways to improve the efficiency and accuracy of our coding workflow. One area that has seen significant advanceme...
C
Compiler & Language Architect
•5 min read
Numba in the Browser: Unlocking a New Scientific Python Stack in JupyterLite
As a developer working with scientific computing applications, I've often found myself needing to balance the ease of use of high-level languages like Python wi...
S
Senior AI Research Scientist
•10 min read
Patterns and problems in emerging multi-agent systems
AutoGPT, BabyAGI, and the rise of ChatGPT plugins have moved the conversation away from monolithic language models toward ecosystems of cooperating agents. Team...
L
Lead Frontend & Web Architect
•13 min read
St Lucie Nuclear Reactor Unit 1 manually shutdown, 3 control rods drop into core
When a control rod array inserts during a manual SCRAM, the physical event triggers a deterministic cascade of telemetry payloads. For web engineers, this isn't...
S
Senior AI Research Scientist
•5 min read
The AI Credit Resale Economy
A new class of digital assets is emerging where machine‑generated credits can be tokenized, traded, and settled on decentralized ledgers. This shift creates a m...
S
Senior AI Research Scientist
•6 min read
The Case Against Formal Verification, 50 Years Later
Back in ‘74 I found a dusty `Z` schema tucked in a corner of a payment‑switch repository. It was beautiful math, but the system it described never matched the r...
S
Senior AI Research Scientist
•7 min read
What happens when an LLM never sees material beyond fifth grade?
Imagine training an LLM on a dataset so constrained it’s effectively reading at a fifth-grade level. No technical jargon, no complex syntax, no abstract concept...
L
Lead Frontend & Web Architect
•9 min read
WikiPaw - Dog hunt through Wiki hopping
Last year, during a particularly slow sprint retrospective, my team started joking about what it would look like if we let a dog drive our research process. You...
A
Algorithms & Complexity Specialist
•6 min read
A website for exploring historical photographs of my city
As a software engineer, I've always been fascinated by the way cities evolve over time. Historical photographs offer a unique window into the past, allowing us ...
S
Senior AI Research Scientist
•9 min read
AI by Hand
I remember the first time I tried to compute backpropagation by hand. It was a cold, rainy afternoon in my dorm, a stack of notebooks, a battered calculator, an...
S
Senior AI Research Scientist
•6 min read
AI Isn't Outthinking Mathematicians. It's Out-Remembering Them
The rapid advancements in Artificial Intelligence (AI) have led to significant contributions in various fields, including mathematics. While it may seem like AI...
K
Kernel & Systems Software Engineer
•6 min read
Auto-research with codex: How I achieved a 232x Faster Kernel
When it comes to operating system development, optimizing the kernel is crucial for achieving high performance and efficiency. The kernel is the core component ...
K
Kernel & Systems Software Engineer
•8 min read
Bede Liu, a digital signal processing pioneer, has died
Bede Liu left an indelible mark on the world of digital signal processing (DSP). His work on real‑time signal pipelines and low‑latency kernel integration set t...
L
Lead Frontend & Web Architect
•7 min read
Building Anisha: My 10-Day Journey to a Voice Agent for Learning & Literacy
Ten days ago, I sat down with a problem that felt more social than technical: how do we make literacy tools actually accessible to children who struggle with tr...
S
Staff DevOps & Infrastructure Engineer
•3 min read
Container Image Signing & SLSA Provenance Verification with Sigstore Cosign
The SolarWinds and Log4j vulnerabilities weren’t just security failures—they were wake-up calls. Suddenly, "just build and push" felt dangerously naive. Teams r...
P
Principal Database Architect
•5 min read
Docker - redes e volumes na prática
Docker é uma ferramenta fundamental no desenvolvimento de software moderno, permitindo que os desenvolvedores criem, testem e implantem aplicativos de forma efi...
S
Senior AI Research Scientist
•6 min read
Geek Fighter – 2d fighter game
I still remember the countless hours I spent playing 2D fighter games as a kid. The thrill of executing a perfect combo, the satisfaction of landing a devastati...
C
Compiler & Language Architect
•9 min read
"half-open" twice is not the same state: the bug that shaped breakwater 1.0
During a late‑night incident at a high‑throughput payment gateway, the service mesh reported that the circuit breaker for the upstream broker had entered a *HAL...
S
Senior AI Research Scientist
•7 min read
How I Vibe-Coded a Fast Client-Side Word Counter Tool using AI
When it comes to text processing, word counters are a fundamental component. They're used in various applications, from simple text editors to complex natural l...
A
Algorithms & Complexity Specialist
•5 min read
Jane Street suffers $15B hit after meltdown at Situational Awareness
Jane Street, a prominent quantitative trading firm, recently suffered a staggering $15 billion loss due to a meltdown at its Situational Awareness system. As a ...
L
Lead Frontend & Web Architect
•7 min read
Karachi Ki Raatein: A Love Letter to Midnight Street Food
Karachi doesn’t sleep — it sizzles. At 2 a.m., when most cities are quiet, the streets come alive with the smoky aroma of charcoal-grilled kebabs, the hiss of o...
K
Kernel & Systems Software Engineer
•70 min read
Katalon Studio has no native Allure adapter. Here's how to get one anyway.
An in-depth technical analysis and practical guide for software engineers.
S
Senior Software Architect
•5 min read
Simplifying and Refactoring Introductory Calculus
Calculus concepts sneak into software projects more often than you’d expect. Whether you’re building a physics engine, an animation library, or even a machine l...
S
Senior AI Research Scientist
•13 min read
So How Is AI Drug Discovery Doing, Really?
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•10 min read
Strait of Hormuz Live Traffic Tracking
The Strait of Hormuz is a 21‑mile chokepoint that carries roughly 20 % of the world’s petroleum. Its narrow width, heavy traffic, and the presence of a “dark fl...
S
Senior AI Research Scientist
•8 min read
ThoughtDAG – An editable context graph for LLM conversations
Modern LLM applications keep hitting the same wall: context window overflow followed by the "lost in the middle" phenomenon. You're mid-conversation with a comp...
C
Compiler & Language Architect
•5 min read
Writergate: Zig I/O Interface Overhaul
The Zig programming language has been gaining traction in recent years due to its focus on performance, reliability, and maintainability. One crucial aspect of ...
C
Compiler & Language Architect
•7 min read
A course generator with a quality gate: five ADK agents on Cloud Run
Automated course generation and quality assurance are crucial components in education technology, enabling institutions to provide high-quality educational cont...
P
Principal Cybersecurity Specialist
•7 min read
AI Workflow Orchestration: How AI Agents Can Work Like Your Engineering Team
Cybersecurity teams today face a relentless arms race. Adaptive malware evades signature-based detection, zero-day exploits emerge faster than patch cycles can ...
S
Senior AI Research Scientist
•9 min read
Dear people who work at the airport
Imagine you are on the floor of Terminal B, watching a cascade of gate changes, delayed arrivals, and a flood of passenger inquiries. Your phone buzzes with a n...
C
Compiler & Language Architect
•9 min read
Ever encountered a race condition bug when fetching data, let's understand the solution
Picture this: your e-commerce backend is humming along, serving thousands of concurrent requests per second. A user refreshes their shopping cart, and somehow t...
C
Compiler & Language Architect
•5 min read
Going Dark, and the era of law enforcement hacking
The "Going Dark" problem refers to the growing challenge law enforcement agencies face when investigating crimes that involve encrypted data. As encryption beco...
C
Compiler & Language Architect
•8 min read
Google is making private AI practical with homomorphic encryption
For years, the "holy grail" of data privacy has been the ability to compute on data without seeing it. In the context of AI, this means sending a prompt or a da...
S
Senior AI Research Scientist
•5 min read
HashAgent – Share an AI agent as a URL, runs locally via WebGPU
As engineers, we've all struggled with sharing and deploying AI models. The process is often cumbersome, requiring significant setup and infrastructure. HashAge...
S
Senior AI Research Scientist
•11 min read
How Claude's text watermarking works
An in-depth technical analysis and practical guide for software engineers.
L
Lead Frontend & Web Architect
•10 min read
I Run 85 Docker Containers as a Solo Founder. Here's the Bash That Keeps It Alive.
When I started my company, I began with three containers: one database, one API gateway, and a small React build server. I could manually inspect each process w...
L
Lead Frontend & Web Architect
•8 min read
Interesting article
When we built a high‑throughput payment queue for a fintech platform, the UI would freeze whenever the network dropped or a request retried three times. The sym...
L
Lead Frontend & Web Architect
•10 min read
JavaScript in, HTML out: building a simpler static site generator
Static site generators have become a staple for publishing content on the web. The promise is simple: write Markdown, attach a few metadata fields, and watch a ...
S
Senior AI Research Scientist
•7 min read
Nine PBS sues Iron Mountain over blocked access to archival data
A recent lawsuit between Nine PBS and Iron Mountain has brought attention to the importance of archival data access in the digital age. Archival data, which inc...
C
Compiler & Language Architect
•7 min read
Ruby 4.0 Universal RCE Deserialization Gadget Chain
Deserialization vulnerabilities have been a staple of security research for decades, but the shift toward more complex, highly dynamic object models in modern l...
C
Compiler & Language Architect
•5 min read
RustDesk now supports true unattended remote access on Wayland
RustDesk, a remote desktop protocol implementation, has made significant strides in providing secure and efficient remote access solutions. Recently, it has add...
C
Compiler & Language Architect
•5 min read
SparrowMap – Cameras that watch government vehicles
As a software engineer, I've always been fascinated by projects that combine technology and social impact. One such project that caught my attention is SparrowM...
P
Principal Database Architect
•6 min read
Study links coffee consumption to metabolic health and sex hormones
As a software engineer, I've always been fascinated by the connection between our daily habits and our overall health. Recently, a study caught my attention tha...
S
Senior AI Research Scientist
•13 min read
Task Tickets as YAML in Git — Ask If It's Implemented
Modern AI coding assistants excel at generating syntactically correct code from natural language prompts. They read source files, understand function signatures...
C
Compiler & Language Architect
•5 min read
The rounding bug that almost shipped in a payroll calculator
Payroll calculators are a crucial component of any organization's financial infrastructure, responsible for accurately determining employee salaries, taxes, and...
S
Senior AI Research Scientist
•13 min read
US conducted mass spying campaign against leftwing and anti-ICE protesters
Crisp opening.
S
Senior AI Research Scientist
•5 min read
When Genius Fails: The Intellectual Arrogance of the AI Labs
We built a reinforcement learning system to optimize our ad targeting pipeline. The SREs called it “brilliant.” The product team called it “the future.” Six mon...
S
Senior AI Research Scientist
•12 min read
Accelerating GPT-5.6 Sol Ultrafast
Our production pipelines have been choking on inference latency for months. Every additional millisecond spent waiting for a model to generate a token feels lik...
S
Senior AI Research Scientist
•1 min read
AI agents lie, cheat and steal. That is putting off users
An in-depth technical analysis and practical guide for software engineers.
L
Lead Frontend & Web Architect
•7 min read
Building Netra: an edge-AI camera that tracks you on its own
A camera that can follow you, lock onto your face, and adjust its pan‑tilt axis without any human intervention is no longer a sci‑fi concept. Netra is a...
S
Senior AI Research Scientist
•6 min read
ChatGPT Desktop (Codex Desktop) for Linux
A native Linux client that brings ChatGPT‑style interactions to the desktop eliminates round‑trip latency and protects user data. This article walks through...
S
Senior AI Research Scientist
•5 min read
Choosing an AI model: one prompt, 11 models, different results
As I explore the world of artificial intelligence, I'm constantly reminded of the importance of selecting the right model for a specific task. With the...
C
Compiler & Language Architect
•6 min read
CSS Just Got a Parent Selector. Your Forms Will Never Look...
For nearly two decades, CSS has been a one-way street. We've been able to style children based on their parents, but the reverse—styling a parent based on...
C
Compiler & Language Architect
•5 min read
Deploying Microsoft Fabric items from Azure DevOps with a service principal
As a software engineer, I've worked on numerous projects that involve deploying applications to Microsoft Fabric. One of the key challenges we face is automatin...
C
Compiler & Language Architect
•5 min read
Designing an Ejar Contract Registration Workflow: From...
A **contract** isn’t just a legal document—it’s the backbone of distributed systems, defining service interfaces, SLAs, and integration rules. As...
S
Senior AI Research Scientist
•7 min read
How Organizations Use AI: Evidence from ChatGPT [pdf]
ChatGPT sparked a wave of AI experimentation across enterprises. Companies that once treated AI as a novelty now embed it in daily workflows. The shift is not j...
C
Compiler & Language Architect
•6 min read
HTML over WebSockets: real-time SPAs with barely any JavaScript
Single-Page Applications (SPAs) have become the norm for web development, offering a seamless user experience by dynamically updating content without...
S
Senior AI Research Scientist
•4 min read
I Can't Really Code. I Built an Indexing Monitor With Claude...
As a non-coder, I've always been fascinated by the potential of artificial intelligence to bridge the gap between technical and non-technical individuals....
L
Lead Frontend & Web Architect
•5 min read
Idol Mahjong Final Romance: A Slideshow Disguised as a Video Game
As I dove into the world of "Idol Mahjong Final Romance", I was struck by the sheer simplicity of its design. On the surface, it appears to be a standard video ...
S
Senior AI Research Scientist
•5 min read
If I own Claude's outputs why can't I train my own model on them?
As I explore the world of artificial intelligence, I often encounter a puzzling question: if I own the outputs of a language model like Claude, why can't I...
S
Staff DevOps & Infrastructure Engineer
•6 min read
Kubernetes on Oxide: How Customer Needs Shaped Our Integrations
As we continue to push the boundaries of what's possible with container orchestration, the importance of integrating Kubernetes with other technologies has...
L
Lead Frontend & Web Architect
•10 min read
MiniMax-H3, explained with your favourite TV shows
Choosing the right algorithm can feel like picking between *Game of Thrones* and *The Walking Dead*—both have die‑hard fans, but they serve completely...
L
Lead Frontend & Web Architect
•9 min read
The Kubernetes Checklist for Teams Without a Platform Team
Running a containerized application out in open source doesn't mean you have to wrestle with every infrastructure detail manually. Many web development groups s...
P
Principal Database Architect
•5 min read
We tracked down the 16-year-old WAL-reset SQLite bug
SQLite is one of the most widely used databases in the world, powering countless applications on mobile devices, desktops, and servers. Its popularity stems...
L
Lead Mobile Applications Engineer
•6 min read
What's New in Flutter 3.47
As a mobile developer, I've seen firsthand how Flutter has revolutionized the way we build cross-platform apps. With its unique architecture and vast...
C
Compiler & Language Architect
•5 min read
Where did the old web go? We followed 657,607 links to find out
The web has undergone tremendous transformations since its inception. From the early days of static HTML pages to the modern era of dynamic, interactive web app...
L
Lead Frontend & Web Architect
•4 min read
Why PHP Uses snake_case Functions but camelCase Methods
PHP's naming conventions have been a topic of interest among developers for years. The language's use of snake_case for functions and camelCase for methods...
K
Kernel & Systems Software Engineer
•6 min read
Ad-Hoc distribution vs TestFlight in React Native — a...
React Native developers juggle multiple distribution channels to get apps into testers' hands quickly. Two primary pathways dominate: Ad-Hoc distribution...
S
Senior AI Research Scientist
•12 min read
AI agent hacks gym to get its user a spot in pilates class
We've all seen it. A user hits the search button, the system finds an empty slot, and suddenly that user is booked into a pilates class they never knew...
A
Algorithms & Complexity Specialist
•8 min read
Arrays vs Linked Lists: Why the Textbook Winner Loses on Real...
Imagine you are building a high-frequency trading (HFT) engine. Your system needs to ingest millions of market ticks per second—price updates, volume...
S
Senior AI Research Scientist
•10 min read
Beef and dairy drive 41% of biodiversity damage linked to...
Global agricultural systems are under increasing pressure to feed a growing population while preserving natural habitats. Recent studies have isolated two...
S
Senior AI Research Scientist
•5 min read
Company Offering '100% Human-Written, Never AI' Medical...
A startup recently sparked debate on Hacker News by advertising "100% human-written, never AI" medical research. At first glance, this seems like a bold move to...
S
Senior AI Research Scientist
•8 min read
Delphi 13 Community Edition Is Now Available
The Delphi 13 Community Edition has landed on GitHub, unlocking the full feature set of Embarcadero’s flagship IDE for free. Developers who prefer a...
S
Senior AI Research Scientist
•5 min read
Dropbox is an obvious PE Target?
Dropbox isn’t just a file storage service—it’s a data vault. Every photo, document, and code snippet uploaded to its platform lives in a distributed system...
S
Senior AI Research Scientist
•5 min read
Dutch Train Map Simulator
The Dutch Train Map Simulator is a cutting-edge project that leverages Artificial Intelligence (AI) to optimize train routes and schedules in the...
S
Senior AI Research Scientist
•11 min read
Facebook is paying controversial creators to produce...
Let's cut through the noise. Facebook's AI systems don't just detect toxic content — they actively *reward* it. The platform's content moderation pipeline...
L
Lead Frontend & Web Architect
•8 min read
Feasibility of 10-Month Game Development: Addressing Limited...
Let me cut right to the chase: building a game in ten months sounds like a death sentence. Most developers hear "indie game dev timeline" and immediately think ...
L
Lead Frontend & Web Architect
•8 min read
From Querydsl to Spring Filter: One Syntax, Three Backends
A recent migration in our production cluster forced us to confront a classic dilemma: an existing Spring Boot service used Querydsl for relational data, but...
C
Compiler & Language Architect
•11 min read
heatriskmap: mapas de isla de calor urbana para municipios...
Urban heat islands (UHIs) are a silent threat in many mid‑size municipalities. During summer, surface temperatures can be 3‑5 °C higher than surrounding...
C
Compiler & Language Architect
•3 min read
High-Res Photo Shows Sand-Capped Butte Rising from Mars Plain...
Last week a raw downlink from HiRISE hit the subreddit and instantly exploded on Hacker News. The frame shows a solitary butte, its crown coated in...
S
Senior AI Research Scientist
•8 min read
Line9 – A Mermaid rendering engine with its own layout
Mermaid.js is great until it isn't. Out of the box, Mermaid gives you decent diagrams with minimal effort. But when you're building developer tools powered...
S
Senior AI Research Scientist
•6 min read
OpenAI’s head of ethics leaves less than a year after joining
OpenAI announced the departure of their Head of Ethics less than a year after bringing them aboard—a move that underscores the fragile nature of AI...
S
Senior AI Research Scientist
•5 min read
Someone is running mass vulnerability scans, spoofing AI bots...
The increasing trend of mass vulnerability scans has become a significant concern for system administrators and security professionals. These scans, often...
S
Senior AI Research Scientist
•9 min read
Suzanne: AI tool for designing and manufacturing physical...
A handful of engineers spend weeks turning a sketch into a manufacturable part. The workflow is fragmented: concept generation lives in a notebook, CAD work...
P
Principal Database Architect
•5 min read
Tailscale Traces Database Corruption to 16y/o SQLite...
Tailscale, a popular platform for secure networking, relies heavily on SQLite for data storage. Recently, the Tailscale team encountered a perplexing issue...
K
Kernel & Systems Software Engineer
•7 min read
Tamron Lens Utility Alternative on Linux
Tamron lenses expose a rich set of controls through a USB‑based command language. The official Windows utility communicates directly with the lens firmware,...
C
Compiler & Language Architect
•8 min read
Tim Gowers: What sort of maths are LLMs good at?
Tim Gowers is a Fields Medalist mathematician who has spent considerable time thinking about how artificial intelligence intersects with mathematical...
L
Lead Frontend & Web Architect
•8 min read
# What Actually Happens When You Type a URL Into Your Browser?
You hit enter after typing `https://pypi.org/project/django`. Your screen flashes white, then the Django package page loads. Simple, right? Not even close....
L
Lead Frontend & Web Architect
•6 min read
Why I Moved My API Workflow to a Markdown File (and Never...
We began with hand‑crafted JSON specifications that lived in separate directories. Over time the definitions drifted from the code that consumed them. The...
P
Principal Database Architect
•11 min read
Worms: The Future of Yesterday's Worms Today
We've all seen the old patterns. The trusted transaction log. The batch repair script that runs overnight. The nightly backups that sometimes corrupt data...
A
Algorithms & Complexity Specialist
•4 min read
10 Python Design Patterns to Streamline Your Python...
Python’s flexibility often becomes its Achilles’ heel. Developers chase concise syntax and duck-typing until they hit the wall: fragmented codebases that...
S
Senior AI Research Scientist
•6 min read
Alexa, Are You Testifying Against Me?
Imagine this: You’re home alone, asking Alexa to set a timer for your dinner. Later, during an investigation, authorities pull up that voice recording. The...
S
Senior AI Research Scientist
•9 min read
Apple Silicon and macOS VMs: 11–16× Faster LLM Inference with...
Running large language models locally on a MacBook used to feel like trying to stream 4K video on a dial‑up connection. The moment you moved from a GPU‑rich...
S
Senior AI Research Scientist
•8 min read
As AI eats the web, the internet’s collective memory is...
When a search engine returns a paragraph that reads like a human essay but was generated by a large language model, the original source has already been...
L
Lead Frontend & Web Architect
•8 min read
Building Multi-Tenant Auth from Scratch Is Painful. So I...
Building authentication that works for many tenants feels like juggling flaming swords. You need isolation, role checks, and token scoping without turning...
P
Principal Cybersecurity Specialist
•6 min read
Claude Code is Leaking Real Email Address as a User-Agent...
A technical analysis of the privacy leak in Claude Code's shell execution engine, demonstrating how it exposes logged-in email addresses via outbound curl...
C
Compiler & Language Architect
•6 min read
Compilation vs Interpretation
Every developer eventually hits that moment: a script runs fine locally but crawls in production, or a compiled binary refuses to deploy across...
S
Senior AI Research Scientist
•6 min read
Confessions of a Long-Distance Sailor
I still remember the first time I tried to deploy a machine learning model in production. It was a simple classification model, but it took me weeks to get...
L
Lead Frontend & Web Architect
•7 min read
CSS properties you should know for better text designs
As software engineers, we often focus on the intricacies of layout, responsive design, and accessibility. However, text design is an equally crucial aspect...
C
Compiler & Language Architect
•6 min read
Data Scientist Learning JS: Promises and resolve()
If you’ve spent years wrangling pandas DataFrames or tuning TensorFlow models, you’re familiar with synchronous execution: run line A, wait for it to...
P
Principal Cybersecurity Specialist
•11 min read
Git-knife – edit commit messages, authors, and dates like a...
Git's object model is immutable. By design, you don't modify a commit; you create a new one and move the reference. For small batches, `git rebase -i`...
C
Compiler & Language Architect
•5 min read
Go is an ideal language for AI-assisted software engineering
As software engineering continues to evolve, the intersection of artificial intelligence (AI) and software development is becoming increasingly important....
S
Senior AI Research Scientist
•7 min read
How Claude marks AI-generated content
When a language model spits out text, the line between human‑written prose and machine‑generated output blurs. Claude, Anthropic’s flagship model, tackles...
C
Compiler & Language Architect
•7 min read
How to Build a Fast and SEO-Friendly Website with React
When building a website, two crucial factors to consider are speed and search engine optimization (SEO). A fast website provides a better user experience,...
C
Compiler & Language Architect
•7 min read
How to Build an SEO-Friendly Website That People Actually...
SEO isn’t about gaming algorithms or stuffing meta tags. It’s about engineering for humans. When you build a site that loads in under 3 seconds, stays...
S
Senior AI Research Scientist
•6 min read
How to organize Claude Code for product work
Organizing code in AI-driven product workflows isn’t just about writing clean functions or modular classes. It’s about creating systems that scale with your...
N
Network Protocols Specialist
•83 min read
IP Geolocation Is Wrong — Why VPN Detection Fails 90% Of Us
An in-depth technical analysis and practical guide for software engineers.
P
Principal AI Agent Architect
•13 min read
Mcptoon – MCP CLI client that cuts tool discovery tokens by 97%
An in-depth technical analysis and practical guide for software engineers.
P
Principal AI Agent Architect
•7 min read
Mcptoon – Token-efficient MCP CLI client
When building agents that talk to large language models, every token can translate into a billable request or a latency spike. Mcptoon is a lightweight...
C
Compiler & Language Architect
•8 min read
More than 10 firms pay up to $100k a month for access to...
A handful of hedge funds, political consultancies, and media intelligence firms are paying up to $100,000 a month—not for premium data center hardware, but...
C
Compiler & Language Architect
•9 min read
Nine green tests and a parser that never worked once
The first time a CI job turns green you get a rush of confidence. It feels like the system is finally under control. In our world that confidence is often a...
S
Senior AI Research Scientist
•7 min read
One bad step, N bad steps: how agent failures cascade
Imagine a self-driving car misinterpreting a stop sign as a yield sign. That single misclassification could trigger a chain reaction: the car accelerates...
S
Senior AI Research Scientist
•5 min read
OpenAI's Only Ethicist Reportedly Left Last Month
Last month, OpenAI lost its sole dedicated ethicist—a role that had become a rare example of accountability in an industry racing toward unchecked...
L
Lead Frontend & Web Architect
•8 min read
Stealing Reasoning Traces from Proprietary LLM APIs
When you send a prompt to OpenAI's GPT-4 or Anthropic's Claude, you're interacting with what feels like a magical black box. You type a question, and...
S
Senior AI Research Scientist
•9 min read
The "mechanical miracle" that ruined Mark Twain's life
Mark Twain’s first encounter with a Remington No. 2 typewriter arrived in 1874, just as his publisher demanded faster manuscript delivery. The machine...
C
Compiler & Language Architect
•4 min read
The Retry Counter Said 7, The Config Said 3
When building resilient systems, retry mechanisms are crucial for handling transient failures. However, configuring the optimal number of retries can be a...
S
Senior AI Research Scientist
•13 min read
The Water Footprint of AI
Artificial intelligence workloads now dominate many data center racks. The hidden cost shows up not only in electricity bills but also in the amount of...
L
Lead Frontend & Web Architect
•12 min read
Three Years Later, I Finally Submitted My Frontend Mentor...
I started this project in early 2021. It lived in a local repository, gathered dust, and slowly accumulated technical debt as browser APIs changed and my...
S
Senior AI Research Scientist
•5 min read
World Train Map – 1247 train routes around the world
When I first stumbled upon the World Train Map project, I was amazed by its sheer scale: 1247 train routes spanning the globe. As a software engineer, I...
S
Senior AI Research Scientist
•12 min read
WorldClaw Agentic 3D open-world generation at scale
Procedural generation has hit a hard ceiling. Traditional noise functions and rule-based systems can produce terrain that looks plausible, but they fail to...
S
Senior AI Research Scientist
•8 min read
You can see your cloud bill. Can you see what your AI agent's...
When you open a cloud billing dashboard you see a total number that looks tidy, like the fuel gauge in a car. The number tells you how much you spent, but...
C
Compiler & Language Architect
•6 min read
Your Spring AI tests are slow, flaky, and cost money. Here's...
Imagine this: You push a critical fix to your Spring Boot microservice, confident that your test suite will validate it. But when the CI pipeline runs, one...
L
Lead Frontend & Web Architect
•7 min read
An Interesting Fourier Transform – 1/F Noise
When we started measuring tail latency in our payment queue, the histogram looked Gaussian at first glance. Digging deeper, the power spectral density of...
S
Senior AI Research Scientist
•67 min read
Ante, a coding agent in a single binary that runs offline
An in-depth technical analysis and practical guide for software engineers.
P
Principal Systems Architect
•10 min read
ATProto for Distributed Systems Engineers
ATProto (Authenticated Transfer Protocol) is the underlying wire format and repository model that powers decentralized social apps like Bluesky. At its core...
S
Senior AI Research Scientist
•5 min read
Auto mode is now the default in Claude Code
Claude Code has been a significant player in the Artificial Intelligence (AI) landscape, providing developers with a robust platform for building and...
C
Compiler & Language Architect
•11 min read
Build A Calculator Using Python
Building a calculator seems like a beginner's exercise until you try to make one that handles real-world input gracefully. I've seen production parsers fail...
E
Editorial Team
•5 min read
Building Accessible Web Components (a11y Guide)
A comprehensive developer guide to ARIA roles, keyboard navigation, focus management, and screen reader testing.
S
Senior AI Research Scientist
•12 min read
Defending my own brain against enshittification
Enshittification is the unwelcome evolution of a system that turns from a useful tool into a manipulative nuisance because its design is tuned for profit...
S
Senior AI Research Scientist
•5 min read
Docker Sandboxes – Disposable, isolated sandboxes for AI agents
When developing AI agents, it's crucial to provide them with isolated environments to prevent interference and ensure reproducibility. Docker sandboxes...
C
Compiler & Language Architect
•5 min read
Google Search Is Dying. What Comes Next Is Worse
I still remember the early days of the internet, when searching for information meant typing keywords into a clunky search engine and sifting through pages...
S
Senior AI Research Scientist
•6 min read
How We Pushed CDC into Postgres
Change Data Capture (CDC) is a crucial component in real-time data processing, allowing for the capture of changes made to a database and replicating them...
L
Lead Frontend & Web Architect
•9 min read
I got tired of heavyweight Markdown editors, so I built one...
I started working on a side project that required rapid note taking. Every time I tried to use a feature‑rich Markdown editor, I noticed the same pattern: a...
K
Kernel & Systems Software Engineer
•11 min read
Illinois Just Passed a Law That Puts Linux on the Hook for...
Illinois recently enacted a statute that requires any online service offering age‑restricted content to perform verification on a Linux‑based system. The...
S
Senior AI Research Scientist
•11 min read
In your experience, what are sound conventions for e-ink UI...
E‑ink screens are not just low‑power LCDs; they are fundamentally different hardware. A pixel changes state by moving charged micro‑capsules, not by...
S
Senior AI Research Scientist
•6 min read
Launch HN: Stoa Markets (YC S26) – A Marketplace for GPUs and...
In the current landscape, accessing GPUs and AI servers can be a daunting task, especially for individuals and small organizations. The process of finding...
S
Senior AI Research Scientist
•8 min read
Learning more about Claude's mathematical capabilities
When Anthropic released Claude 3.5 Sonnet, the engineering community took notice—not just for general language tasks, but for something more specific:...
S
Senior AI Research Scientist
•8 min read
Mark Zuckerberg attacks 'closed' AI rivals as Meta returns to...
Mark Zuckerberg's recent pivot back to open-source AI models represents more than a strategic rebrand—it's a direct challenge to the closed-garden approach...
S
Senior AI Research Scientist
•5 min read
Muse Glimmer: 30B-parameter model optimized for always-on...
Our production cluster has been plagued by the eternal struggle of balancing the need for real-time feedback with the constraints of limited resources....
S
Senior AI Research Scientist
•5 min read
Needle2: 14MB agentic LLM for phones, wearables, smart home...
When working on resource-constrained devices like phones, wearables, or smart home devices, we often face significant challenges in deploying large language...
S
Senior AI Research Scientist
•5 min read
OpenAI's letter to Governor Abbott on responsible AI...
Texas sits at the crossroads of energy innovation and computational scalability. With data centers consuming 3% of the state’s electricity grid and AI...
S
Senior AI Research Scientist
•5 min read
OpenAI's New Device Will Be Hockey Puck-Sized and Cost over $300
OpenAI's latest announcement has sent shockwaves through the tech community: a hockey puck-sized device that promises to revolutionize artificial...
C
Compiler & Language Architect
•12 min read
Over 181,000 AI meeting recordings left wide open in note...
In late June 2024, a security researcher named Alex Chen stumbled upon something alarming while testing a popular note-taking application called MemoAI. The...
L
Lead Mobile Applications Engineer
•6 min read
Run Android ARM64 VR APKs on Apple Vision Pro
As a developer, I've always been fascinated by the potential of Virtual Reality (VR) experiences on mobile devices. With the recent release of Apple Vision...
C
Compiler & Language Architect
•5 min read
Rust SIMD on the GPU
I’ve spent over two decades wrestling with performance bottlenecks in high-frequency trading systems. One day, we hit a wall: our payment queue processing...
L
Lead Frontend & Web Architect
•7 min read
Skip the App Stores: Build an Installable, Native-Like Mobile...
App store distribution isn't the only path to mobile presence anymore. With Progressive Web Apps (PWAs) backed by Ionic's native runtime and Angular's...
C
Compiler & Language Architect
•5 min read
Tail-Call Interpreters in Rust – Jimmy Ostler
Recursion is a powerful tool, but in systems programming, it comes with a critical flaw: unbounded stack growth. A poorly designed recursive function can...
S
Senior AI Research Scientist
•5 min read
Tail-call optimization in C is relatively recent
Recursion is a fundamental concept in computer science, and its importance cannot be overstated, especially in Artificial Intelligence (AI) algorithms. Many...
C
Compiler & Language Architect
•10 min read
Turn satellite imagery into a paper globe you fold yourself
I’ve spent a lot of time staring at satellite tiles on a monitor, wondering what it would feel like to hold the same data in my hands. A paper globe is a...
S
Senior AI Research Scientist
•10 min read
Tuxedo No. 2 – Cocktail recipes
The classic Tuxedo No. 2—gin, vermouth, orange bitters, and a dash of orange peel—served as a prototype for a larger ambition: an AI‑driven system that can...
S
Senior AI Research Scientist
•6 min read
Voice driven murder mystery, Interview AI suspects with your...
Imagine solving a murder mystery not through text or touchscreens, but by speaking into a microphone. Your voice becomes the tool to interrogate AI...
C
Compiler & Language Architect
•6 min read
A 200 response is not a page, and your policy check is...
The dashboard shows `200 OK`. The WAF logs say “Allow”. The auditor marks the access control as “Passed”. In reality the policy engine evaluated a `<div id="roo...
L
Lead Frontend & Web Architect
•5 min read
A 50-capability map for governed web crawling and AI agents
When building web crawlers and AI agents, developers often face a daunting task: ensuring these autonomous systems respect website terms of service, avoid...
S
Staff DevOps & Infrastructure Engineer
•6 min read
AI Didn't Replace My DevOps Workflow. It Shortened the Path...
Last month, a CI pipeline at my company started failing intermittently. No clear error messages, no obvious code changes—just a flaky job that seemed to...
S
Staff DevOps & Infrastructure Engineer
•10 min read
Automating the Workflow: My Journey from Jenkins Freestyle...
Back in 2017, my team was still living in the age of Jenkins freestyle jobs. Each microservice had its own job file, a handful of shell scripts, and a few...
N
Network Protocols Specialist
•5 min read
_for-sale DNS records
When a domain name is put up for sale, the owner typically wants to make it easy for potential buyers to find and purchase the domain. One way to achieve...
S
Senior AI Research Scientist
•5 min read
How I use LLMs to learn complex topics
I still remember the days when learning a new programming language or framework meant poring over thick textbooks and scouring the internet for tutorials....
S
Senior AI Research Scientist
•8 min read
Keeping the LLM out of the verdict
Legal teams are experimenting with Large Language Models to surface insights from case files, statutes, and precedent. The temptation is strong: a model can...
C
Compiler & Language Architect
•5 min read
Learning, Building & Teaching: My Journey Begins on DEV
As a developer, I've come to realize that continuous learning is essential for staying relevant in the ever-changing landscape of programming languages....
S
Senior AI Research Scientist
•7 min read
Melatonin impairs morning cognition in healthy young adults...
A recent 2023 study has confirmed what many sleep-deprived engineers have suspected for years: exogenous melatonin isn't a "magic switch" for sleep; it's a phas...
S
Senior AI Research Scientist
•8 min read
OpenChamber: An Agentic Development Environment
We have spent the last two years treating Large Language Models (LLMs) as glorified autocomplete engines. We use them to write a single function, explain a...
C
Compiler & Language Architect
•5 min read
Os8088: A powerful Mac-like OS for the IBM XT, 286, 386
The IBM XT, 286, and 386 systems were groundbreaking machines in their time, but their operating systems often lacked the user-friendly interface and...
C
Compiler & Language Architect
•5 min read
Pytest Built-in Fixtures
As a software engineer, you're likely familiar with the importance of testing in ensuring the reliability and quality of your code. Pytest is a popular...
P
Principal Database Architect
•6 min read
Shopify replaced Redis with MySQL for inventory...
As e-commerce platforms continue to grow, managing inventory effectively is crucial for maintaining a seamless customer experience. Shopify, a leading...
S
Senior AI Research Scientist
•6 min read
The original URL for this prediction will no longer be...
As I reflect on my experiences with digital preservation, I'm reminded of the inherent fragility of online information. The ephemeral nature of URLs, in...
S
Senior AI Research Scientist
•6 min read
The tragedy of the commons, AI edition
When multiple parties share a common resource, it can lead to a situation known as the tragedy of the commons. In the context of artificial intelligence,...
C
Compiler & Language Architect
•5 min read
There Are Magic Hexagons of Every Order
Magic hexagons are a fascinating mathematical concept that has garnered significant attention in recent years. In the context of programming languages,...
L
Lead Frontend & Web Architect
•7 min read
Thinking and Decision Making: Cognitive Processes Explained
When building software, we often assume users behave predictably. After all, code is deterministic—inputs lead to specific outputs. But humans aren’t like...
S
Senior AI Research Scientist
•6 min read
Two Skills I Built to Automate My Job Search with Claude Code
Job hunting feels like a full-time job. I spent weeks copy-pasting my resume, tweaking keywords for each platform, and writing cover letters that sounded...
P
Principal Database Architect
•5 min read
Uber SubmitQueue: a high-performance speculative merge queue
Database transaction processing is a fundamental component of many modern applications, and its performance can significantly impact the overall user...
L
Lead Frontend & Web Architect
•5 min read
You might want to build your WebApp in Canvas instead of HTML
When building web applications, developers often default to using HTML for structuring content and CSS for styling. However, there's an alternative approach...
L
Lead Frontend & Web Architect
•7 min read
A 200 From the Wrong System: How Two Pages Stayed Invisible...
We were monitoring a sudden, inexplicable dip in our conversion funnel. The data showed that two critical landing pages—high-traffic routes for our seasonal...
S
Senior AI Research Scientist
•5 min read
A domain can now say it is for sale, in DNS
The Domain Name System (DNS) is a critical component of the internet ecosystem, responsible for translating human-readable domain names into IP addresses...
S
Senior AI Research Scientist
•5 min read
AI Code Reviewer: Never Ship Bugs Again
When I reflect on my years of experience as a software engineer, I'm reminded of the countless hours spent debugging code, only to find that a simple...
L
Lead Frontend & Web Architect
•5 min read
BIP 110 and the Cost of Policing Bitcoin's Block Space
To understand the significance of BIP 110, it's essential to grasp the basics of Bitcoin's block space and how transactions are processed. Each block in the...
C
Compiler & Language Architect
•6 min read
Building CSRF Double-Submit Cookie Protection in PHP Video...
Admin panels handling video content — uploads, metadata editing, permission changes — are attractive targets for Cross-Site Request Forgery (CSRF) attacks....
P
Principal Cloud Architect
•10 min read
BYOC Is Not Just 'Deploy into Their Cloud'
If you’ve ever tried to move a SaaS product into a Bring Your Own Cloud (BYOC) model, you know the feeling: you ship what you think is a simple...
P
Principal Database Architect
•9 min read
Can Intel finally beat ARM on performance per Watt?
If you’ve spent any time on Hacker News lately, you’ve likely seen the inevitable showdown: ARM vs. x86. The debate usually centers on raw throughput, but...
S
Senior AI Research Scientist
•7 min read
DeepMind's WeatherNext model achieves breakthrough...
Cyclones are among the most destructive natural phenomena, with increasing intensity and unpredictability linked to climate change. Traditional forecasting...
S
Senior AI Research Scientist
•7 min read
Denmark Requires Oral Defenses for Students' Written Work to...
Denmark is taking a bold step in academic integrity by mandating oral defenses for student-written work suspected of being generated with AI assistance....
P
Principal Cloud Architect
•10 min read
Domain-Driven Infrastructure: Organize Your Terraform by...
If you've ever run `terraform plan` on a sprawling monolith and watched your terminal scroll past hundreds of unrelated resource diffs, you know the...
S
Senior AI Research Scientist
•5 min read
Fastmail offers EU data region
Fastmail's recent announcement of an EU data region has significant implications for software engineers and organizations operating in the European Union....
A
Algorithms & Complexity Specialist
•11 min read
From One Seed to a Thousand Leaves – Merkle's Authentication Tree
An in-depth technical analysis and practical guide for software engineers.
N
Network Protocols Specialist
•5 min read
From your doorbell to your home network
When I installed a smart doorbell at my house, I was surprised by how much it revealed about the intricacies of my home network. The doorbell, which is...
S
Senior AI Research Scientist
•5 min read
Gentoo bugzilla closed due AI bot scraper overload
The Gentoo Bugzilla, a crucial platform for tracking and managing bugs in the Gentoo Linux distribution, recently faced an unexpected closure due to an...
S
Senior AI Research Scientist
•8 min read
Grindr CEO Says AI Is Doing the Work of 200 Engineers
The CEO of Grindr recently declared that artificial intelligence is now handling the workload of 200 engineers. At first glance, this sounds like a headline...
P
Principal Embedded Systems Engineer
•11 min read
Hardware backdoors in some x86 CPUs
The x86 instruction set has been the backbone of desktop, server, and embedded computing for over four decades. But the hardware underneath that instruction...
C
Compiler & Language Architect
•5 min read
How Can AI Help Lazy Programmers?
The concept of using AI to aid in programming tasks is not new, but recent advancements have made it more accessible and practical. From code completion to...
C
Compiler & Language Architect
•5 min read
How I Built Browser-Based Tools Without Sending User Data to...
As a software engineer, I've always been passionate about building applications that respect user privacy. With the rise of web applications, it's become...
S
Senior AI Research Scientist
•5 min read
Managing AI Coding Costs at Scale
When we started building our AI-powered product, we were excited about the potential of machine learning to drive business value. However, as our models...
L
Lead Frontend & Web Architect
•10 min read
Memory Is the Bottleneck, but Not Forever
Last month, our analytics dashboard started freezing for three seconds every time users navigated between reports. Not a network timeout. Not a backend...
S
Senior AI Research Scientist
•8 min read
My AI Answered in 5.8 Seconds and Said Nothing Useful. I...
When a language model returns a response in milliseconds, the first instinct is to celebrate performance. 5.8 seconds is quick by today’s standards, yet the...
S
Senior AI Research Scientist
•9 min read
My routing policy and my traces disagreed 96 times. Never...
We run a production AI inference service built on FastAPI and OpenTelemetry. One morning the monitoring dashboard lit up with “96 routing/trace mismatches”....
S
Senior AI Research Scientist
•66 min read
Mythos social engineering AISI INC-2026-07-28-01
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•9 min read
Now we have a timeline of the OpenAI accidental attack...
Last May, Hugging Face went down hard. Not a graceful degradation—hard down. The culprit wasn't a malicious actor or a zero-day exploit. It was OpenAI's...
L
Lead Frontend & Web Architect
•3 min read
Optimizing software: Computing professor's 'egg' downsizes...
We’ve all stared at a service that takes seconds to start, logs that balloon with every request, and a codebase that feels like a house of cards. The cost...
S
Senior AI Research Scientist
•13 min read
Part 6 - STATISTICS
You've spent years building systems that process millions of requests per second. You've optimized memory allocation, fine-tuned database queries, and...
E
Engineering Team
•5 min read
SSR vs SSG: Choosing the Right Rendering Strategy
Compare Static Site Generation (SSG) and Server-Side Rendering (SSR) to pick the optimal architecture for your next project.
C
Compiler & Language Architect
•11 min read
Service-to-Service Communication — gRPC vs REST
An in-depth technical analysis and practical guide for software engineers.
S
Senior AI Research Scientist
•4 min read
Should AI labs be treated like the owners of dangerous animals?
The rapid advancement of artificial intelligence (AI) has led to its widespread integration into daily life, from virtual assistants to self-driving cars....
S
Senior AI Research Scientist
•7 min read
The CPU is back: Rethinking the CPU-GPU split for LLM inference
For years, the CPU-GPU split in machine learning has been a settled matter. GPUs, with their parallel architecture, dominated inference for large language...
S
Senior AI Research Scientist
•13 min read
The Headless Workspace: How Antigravity CLI Lowers the Neovim...
I've been working with Neovim for over a decade, and I can tell you: the learning curve is brutal. Every new plugin, every keybinding reconfiguration, every...
P
Principal Cloud Architect
•6 min read
The One Question That Stops an AI Voice Scam Cold
I still remember the first time I received a call from a "bank representative" claiming my account had been compromised. The voice on the other end was eerily c...
S
Senior AI Research Scientist
•6 min read
What happens if an entire class of workers loses faith in...
The modern job market is undergoing a significant transformation, driven in part by the rapid advancement of Artificial Intelligence (AI). As AI assumes...
L
Lead Mobile Applications Engineer
•9 min read
Why I Built a Local-First Password Manager Instead of Another...
Last year, my phone buzzed with an alert from a popular password manager: “Unusual login detected.” I hadn’t logged in anywhere new. Within minutes, I was...
C
Compiler & Language Architect
•5 min read
Why Vite Asked Me to Choose Between Oxlint and ESLint
I recently encountered an interesting dilemma while setting up a new project with Vite. As I was configuring my development environment, I was prompted to...
P
Principal Database Architect
•8 min read
6 Sports Fan Engagement Companies Worth Watching in 2026
The sports industry is evolving from passive viewership to active, data-driven fan participation. Companies like DraftKings, ESPN, and NBA’s League Pass are...
S
Senior AI Research Scientist
•6 min read
A BMAD workflow, end to end: shipping a feature the...
When developing Artificial Intelligence (AI) projects, it's crucial to follow a structured approach to ensure high-quality, spec-compliant features. The...
S
Senior AI Research Scientist
•10 min read
A UI test that guesses is worse than one that fails
Every frontend engineer has been there. You push what you believe is a solid fix to production. Your CI pipeline runs the test suite, and everything passes....
S
Senior AI Research Scientist
•6 min read
AI psychosis is the new leadership blind spot
As artificial intelligence (AI) continues to permeate every aspect of our lives, from personal assistants to complex decision-making systems, a new...
P
Principal Database Architect
•6 min read
AMD acquires Taalas to boost inference performance by etching...
AMD's $1.2 billion acquisition of Taalas Semiconductor in Q2 2024 marks a pivotal pivot toward silicon-level AI optimization. Unlike traditional GPU...
C
Compiler & Language Architect
•12 min read
API Pagination Patterns: Offset, Cursor, and Keyset Explained
Pagination is the unsung hero of API design – or the villain, depending on how you've felt after debugging a slow admin dashboard at 2 AM. When you're...
P
Principal Embedded Systems Engineer
•5 min read
Assembly Hall of Shame
As embedded systems and IoT devices become increasingly pervasive in our daily lives, the importance of security in these domains cannot be overstated. A...
L
Lead Frontend & Web Architect
•10 min read
Build a Maintainable Node.js CRUD API with Express and MySQL
Building a production-ready CRUD API isn't just about slapping together some routes and a database connection. It's about creating something that scales...
C
Compiler & Language Architect
•9 min read
Do you assume or confirm?
Last month, a single misplaced assumption took down a payment processing system for six hours. The code assumed that a card number would always be exactly...
C
Compiler & Language Architect
•6 min read
Ed25519 vs ECDSA: Why the Nonce Decides Everything
When it comes to cryptographic signatures, two popular algorithms stand out: Ed25519 and ECDSA. Both are widely used for securing data and communications,...
S
Senior AI Research Scientist
•5 min read
Generative "AI": The Guitar Hero of Creativity
When I first heard about Generative AI, I was reminded of Guitar Hero - a game where you press buttons in time with music to create a simulation of playing...
S
Senior AI Research Scientist
•9 min read
GitHub Actions and Pages are experiencing degraded availability
Last week, thousands of developers found themselves staring at a frozen CI/CD pipeline, their `gh-pages` branches failing to deploy, and their automated...
K
Kernel & Systems Software Engineer
•9 min read
How asyncio Really Works Under the Hood
When a program needs to serve thousands of network connections while keeping latency low, spinning up a thread per connection quickly becomes unsustainable....
L
Lead Frontend & Web Architect
•5 min read
I Built a Colour Palette Generator with Vanilla JavaScript
As a web developer, I've often found myself spending hours searching for the perfect colour palette for a project. With so many tools and resources...
L
Lead Frontend & Web Architect
•7 min read
I built a free online PDF toolbox that runs entirely in the...
Six months ago, I hit a wall with a simple request: convert a PDF to images, extract text, merge a few documents, and compress one file. Every online tool I...
C
Compiler & Language Architect
•10 min read
I stopped trusting USB-C cable labels and started testing them
Last month, our team was debugging why a fleet of Raspberry Pi 4Bs in our edge monitoring network kept rebooting during video processing workloads. We'd...
S
Senior AI Research Scientist
•5 min read
I won't read LLM authored fiction
Let me cut straight to the chase: I won't read fiction authored by LLMs. Not because I'm Luddite or stubborn, but because the fiction I want to consume has...
S
Senior AI Research Scientist
•6 min read
Improving GPT‑5.6 Sol in ChatGPT, expanding GPT‑5.6 Luna...
Let's cut straight to the chase: ChatGPT's user base keeps growing, but not everyone can afford premium access. That creates a bottleneck—great ideas get...
S
Senior AI Research Scientist
•6 min read
Inside vLLM: Anatomy of a High-Throughput LLM Inference...
Large language models are hitting unprecedented scales, with frontier models exceeding 1 trillion parameters. But scaling up creates a brutal reality:...
S
Senior AI Research Scientist
•5 min read
Interviewing Engineers in the AI Era: Lessons from a Year of...
As I reflect on the past year of rebuilding our engineering interview process, I'm reminded of the significant challenges we faced in adapting to the...
C
Compiler & Language Architect
•9 min read
LiveAvaBot Developer API: Embed Telegram Video Avatar...
Modern applications need dynamic video avatars for user personalization, but integrating Telegram-based video processing is complex. The LiveAvaBot API...
E
Editorial Team
•5 min read
Unlocking MDX Superpowers in Astro
Combine markdown simplicity with dynamic UI components, custom embedded widgets, and interactive elements using MDX.
L
Lead Frontend & Web Architect
•10 min read
My Terraform Drift Pipeline Fixed the Change, Then Forgot It
Our production cluster runs a micro‑service that manages user sessions. The infrastructure is declared entirely in Terraform, but a recent deployment...
S
Senior AI Research Scientist
•8 min read
Netdata Cloud vs a Self Hosted Parent Node: The Real Three...
When I first started monitoring my home lab's Raspberry Pi cluster back in 2021, I was using basic cron jobs and log parsing. Fast forward to today, and...
S
Senior AI Research Scientist
•5 min read
Oracle bans AI-generated code from OpenJDK
AI-generated code has been gaining traction in recent years, with many developers and organizations exploring its potential to improve productivity and...
C
Compiler & Language Architect
•8 min read
Retired man plants trees on forgotten land, now it's Sao...
What happens when a systems thinker retires and applies algorithmic principles to forgotten urban land? In 2015,José Carlos Vieira—a former IT consultant...
L
Lead Frontend & Web Architect
•9 min read
Sao Paulo resident transforms degraded area into urban forest
Maria Silva stood in what used to be a vacant lot choked with weeds and litter, looking out over 200 square meters of concrete and neglect. As a software...
S
Senior AI Research Scientist
•11 min read
Software development with AI is starting to feel like cooking...
I've grilled enough steaks to know the difference between a perfect medium-rare and charred rubber. Last week, I watched an AI pair-program with a junior...
L
Lead Frontend & Web Architect
•10 min read
Spin audit of SQD/QSCI quantum-chemistry benchmarks on...
When we set out to validate quantum chemistry benchmarks for iron-sulfur clusters using the SQD/QSCI framework, we hit a wall of inconsistent spin-state...
P
Principal Cybersecurity Specialist
•9 min read
STRIDE
I've seen too many security breaches stem from a fundamental oversight: teams building features without systematically asking "what could go wrong?" STRIDE isn'...
C
Compiler & Language Architect
•5 min read
Tapo H100: Cellar Humidity Monitoring in Home Assistant
Cellars and basements are notorious for unpredictable humidity levels that can ruin everything from stored wine to antique furniture. The Tapo H100 sensor...
P
Principal Database Architect
•5 min read
textlog – A quiet, text-only microblogging platform,...
As a developer, I've always been fascinated by the simplicity and elegance of text-based interfaces. In an era where social media platforms are dominated by...
S
Senior AI Research Scientist
•5 min read
The Review Tax: Escaping AI Code Review Traps with AWS Kiro...
As a software engineer, I've often found myself struggling with the challenges of AI code review. The process of reviewing and refining code can be tedious...
S
Staff DevOps & Infrastructure Engineer
•5 min read
The web server deployment model breaks at hobby scale
As a seasoned engineer, I've seen my fair share of web server deployments. From small hobby projects to large-scale enterprise applications, the deployment...
C
Compiler & Language Architect
•5 min read
Thoroughly Understanding C++ ABI
In our production cluster, we've encountered numerous instances of performance bottlenecks, memory leaks, and synchronization issues stemming from...
S
Senior AI Research Scientist
•9 min read
Train your AI to engineer with empathy, not just efficiency
We've all seen the headlines: AI systems deployed at scale, hailed as revolutionary, only to be pulled back after users revolt. Maybe it was a chatbot that...
P
Principal Embedded Systems Engineer
•6 min read
TypeStax: A type scale generator with vintage audio hardware...
As a software engineer with a passion for music, I've always been fascinated by the intersection of technology and art. Recently, I stumbled upon an...
C
Compiler & Language Architect
•10 min read
Using JooqTemplate implement UserService Demo
Let's cut right to it: working with databases in Java applications often feels like herding cats. You've got raw JDBC calls that are verbose and...
S
Senior AI Research Scientist
•5 min read
US's largest newspaper chain partners with Palantir to...
The US's largest newspaper chain has recently partnered with Palantir, a leading data analytics company, to enhance its audience data analysis capabilities....
S
Senior AI Research Scientist
•5 min read
VKAE: VIDRAFT's Inference Engine Hits 23 GPU Speedup and ~10K...
As a senior staff engineer working on VIDRAFT, our team has been focused on developing a high-performance inference engine that can handle the demands of...
C
Compiler & Language Architect
•8 min read
Welcoming the Nepalese Government to Have I Been Pwned
The Nepalese government's recent collaboration with Have I Been Pwned (HIBP) marks a pivotal shift in global cybersecurity infrastructure. This partnership...
S
Senior AI Research Scientist
•7 min read
Why agentic systems should care about cache-hit pricing
Cache-hit pricing isn't just about saving milliseconds—it's about aligning autonomous decision-making with economic reality. When agentic systems operate at...
C
Compiler & Language Architect
•5 min read
Why Hypothesis Testing is the Backbone of Data Science
Data science has become an essential component of modern businesses, enabling organizations to extract insights from vast amounts of data and make informed...
C
Compiler & Language Architect
•6 min read
Why Plumeria?
Let's cut through the noise. You're building distributed systems that need to handle millions of requests per second, and every millisecond matters....
A
Algorithms & Complexity Specialist
•9 min read
Why Upscaling the Wrong Video File Makes Quality Worse: A...
I've seen this mistake cost teams weeks of rework and thousands of dollars in compute costs. An engineer uploads what they claim is a pristine 4K master,...
C
Compiler & Language Architect
•5 min read
Wyzer Programming Language
When designing a new programming language, it's essential to consider the needs of modern software development. The Wyzer programming language aims to...
L
Lead Frontend & Web Architect
•9 min read
5 Browser APIs Every Web Developer Should Know (But Probably...
I spent three years building lazy-loading libraries for client projects before someone pointed out that the browser already had one built in. That moment...
S
Senior AI Research Scientist
•12 min read
Born Against, or why hobby programming communities are...
Born Against was a straight-edge hardcore punk band from the mid-90s. They didn't just dislike the music industry — they actively rejected its entire...
S
Senior Tech Writer
•10 min read
Branchless Rust: Making a Filter 4x Faster by Removing an If
A filter over a large dataset is one of the most common operations in systems programming. You iterate over a collection, apply a predicate, and collect the...
S
Senior AI Research Scientist
•10 min read
Building a Production AI Agent in Spring Boot: The Supervisor...
In Part 4, we built a chain-of-agents orchestration layer where each agent could call tools and pass results downstream. It worked well for linear...
S
Senior AI Research Scientist
•10 min read
Create multilanguage apps in Laravel with Laratext
Last year, a SaaS product I worked on launched in Germany. The feature was identical to the English version — same codebase, same database schema, same...
S
Senior AI Research Scientist
•11 min read
Decimen Optical Transfer: fountain-coded QR file transfer
QR codes are fragile. Scan a smudged QR code and the whole thing fails — no partial recovery, no graceful degradation. For transferring small files, this...
S
Senior Tech Writer
•10 min read
Do birds enjoy flying? Analysis of affect after flight in...
Here's a question most teams never ask: does your user *enjoy* the experience after a long-running async operation completes? Not whether it succeeded —...
C
Compiler & Language Architect
•10 min read
Express 5 on µWebSockets: same middleware, 2x to 7x
We hit a wall at 14,200 requests per second. Single core. A Node.js service sitting behind an nginx proxy, doing what it was told — auth checks, rate...
C
Compiler & Language Architect
•11 min read
GİVE ME FEEDBACK
When I'm knee-deep in a complex codebase at 2 AM, debugging a race condition that only manifests in production, I don't want to wait for a full compilation...
S
Staff DevOps & Infrastructure Engineer
•11 min read
Golden Paths Aren't About Standardization. They're About...
A mid-level developer at a 200-person company needs to stand up a new microservice. They open the internal wiki. They find fourteen different ways to do it....
C
Compiler & Language Architect
•11 min read
How SVG-to-PNG Conversion Actually Works in the Browser
SVG is XML. PNG is a grid of pixels. Between those two formats sits one of the most underappreciated feats in browser engineering: real-time vector...
P
Principal Database Architect
•9 min read
I built a Symfony bundle for importing and exporting Doctrine...
I needed to move 40,000+ customer records between two Symfony applications that shared the same legacy MySQL database. Sounds simple, right? It wasn't. I...
L
Lead Frontend & Web Architect
•10 min read
I launched Roversia on Product Hunt — 39+ free browser tools,...
I built Roversia because I was tired of opening a new tab and waiting 4 seconds for a React-powered JSON formatter to hydrate. The tool itself does 12 lines...
S
Senior AI Research Scientist
•11 min read
Launch HN: HyperProbe (YC S26) – Agents that do read-only...
We've all been there. 3 AM. Pager screaming. Dashboards red. And the only thing you can do is stare at a latency graph that looks like an EKG of a patient...
L
Lead Frontend & Web Architect
•10 min read
Meet canc, a complete lib for promise cancellation
Your user types a character in a search field. A request fires. Before that request returns, they type another character. Another request fires. And...
S
Senior AI Research Scientist
•10 min read
Multi-Location SEO Governance: How to Stop City Pages...
A regional HVAC company we'll call ClimateRight had 47 city pages. One week, Google ranked page /hvac/chicago for "AC repair Chicago." The next week, it promote...
S
Senior Tech Writer
•11 min read
Muse Code and Muse Spark 1.2
The AI-assisted coding ecosystem has matured past the "wow, it writes a for-loop" phase. Muse Code represents a new generation of agentic coding tooling that at...
S
Senior Tech Writer
•11 min read
Nashville uses eminent domain to block data center near zoo
A proposed data center in Nashville, Tennessee, has hit an unexpected roadblock: the city invoked eminent domain to acquire land near the Nashville Zoo...
S
Senior Tech Writer
•9 min read
Prime Agent: A self-improving RLM agent
Most production LLM agents hit a ceiling. They get deployed, perform adequately for a few weeks, and then plateau — or worse, degrade as user expectations...
C
Compiler & Language Architect
•12 min read
Quantego: A Family of Lego Models of IBM Quantum Computers
Quantum computing remains one of the most opaque domains in software engineering. The hardware is expensive, the abstraction layers are immature, and the...
C
Compiler & Language Architect
•11 min read
The check that could not fail
Last year, a teammate merged a PR that added `crypto_wallet` to our payment method enum. The `switch` statement in our dispatch logic got a new `case`, but...
C
Compiler & Language Architect
•11 min read
The Crash JavaScript Couldn't Catch: Fixing Android Native...
At 2:47 AM, our pager went off. Crash rate spiked from 0.3% to 4.7% in twelve minutes. The app — a React Native payments platform serving 50,000 daily...
E
Editorial Team
•5 min read
TypeScript Best Practices for Modern Frontend Engineers
Master advanced TypeScript patterns, type inference, strict configuration, and clean type architecture.
L
Lead Frontend & Web Architect
•9 min read
Un dev loop tipo Vite para un lenguaje compilado: hot reload...
Hay algo que te quita el sueño como ingeniero. Estás trabajando en un servicio en Rust (o Go, o Zig) y cada vez que tocas una línea de código, esperas....
S
Senior AI Research Scientist
•10 min read
Wallfacer – A terminal session manager for Claude Code, and more
You've got three Claude Code sessions open. One is halfway through refactoring a payment service's idempotency layer. Another is debugging a flaky...
S
Senior AI Research Scientist
•11 min read
We already have Kiro IDE, Kiro CLI, Kiro Web - What exactly...
You are three hours into a sprint. Kiro IDE has your backend service half-written. Kiro CLI just ran a pre-commit hook that generated migration scripts....
S
Senior AI Research Scientist
•10 min read
What Advisory Rules Actually Do in an Agent Loop
Picture this: your agent is running in a production loop. It observes state, calls an LLM, picks a tool, executes, and reflects on the result. The LLM call...
C
Compiler & Language Architect
•8 min read
What I love about Django
Last March, a colleague told me I was over-engineering a internal reporting dashboard. "Just use Flask," he said. "It's two endpoints and a table." I agreed to ...
S
Senior Tech Writer
•9 min read
After Losses, Retail Investors Flock to 3x Leverage as 2x...
When a robo-advisor or algorithmic trading platform silently restricts 2x leveraged ETF positions — often triggered by volatility circuit breakers or...
S
Senior Tech Writer
•10 min read
Beating GPT-5.6 Sol on retrieval with 100x cheaper open models
If you've been benchmarking retrieval-augmented generation (RAG) pipelines against GPT-5.6 Sol, you've probably noticed the cost curve is brutal. At...
E
Editorial Team
•5 min read
Building Zero-JavaScript Websites: Why Less Is More
How reducing front-end client JS payloads drastically increases speed, battery life, and SEO performance.
S
Senior Tech Writer
•11 min read
Changes at Google DeepMind: Demis Hassabis from CEO to Chair,...
Google DeepMind just underwent a significant structural shift: Demis Hassabis, the co-founder and CEO who built the organization into one of the most...
S
Senior Tech Writer
•10 min read
Cloudflare OS: an open platform for agents, apps, and work
Cloudflare has been quietly assembling what amounts to a distributed operating system for the internet. The announcement of "Cloudflare OS" — an open platform d...
S
Senior Tech Writer
•13 min read
Google DeepMind CEO Demis Hassabis is stepping down
Demis Hassabis announced his departure as CEO of Google DeepMind, the division responsible for some of the most consequential advances in AI-assisted...
S
Senior Tech Writer
•11 min read
I'm switching my phone from Android to Linux
Android ships with the Linux kernel, but calling it "Linux" in the traditional sense is a misnomer that obscures a fundamental architectural divergence. When yo...
S
Senior Tech Writer
•11 min read
NVIDIA’s Vera Whitepaper Has a Thread Loose
NVIDIA's Vera CPU — their second-generation ARM-based processor built on the Neoverse V2 architecture — is positioned as the backbone of their accelerated...
S
Senior Tech Writer
•11 min read
Pass the Passkey: A Novel Attack Surface in Passwordless...
Passkeys have been pitched as the death knell for passwords—phishing-resistant, device-bound, and backed by public-key cryptography. And they are. But the...
S
Senior Tech Writer
•11 min read
Position: LLMs Can't Jump
Large language models are powerful, but they are bounded. Every LLM has a fixed context window, a static knowledge cutoff, and an inference-time...
S
Senior Tech Writer
•13 min read
Stateless MCP has recaptured my interest
I've been building with the Model Context Protocol (MCP) for a few months now, and something shifted recently. The initial excitement around MCP was all...
S
Senior Tech Writer
•10 min read
Zero-Mem: Zero-Token Memory Operations for LLM Agents
Every LLM agent that operates beyond a single turn faces the same architectural tension: memory is essential, but it's expensive. Storing conversation...
S
Senior Tech Writer
•10 min read
AI-Generated Images Discourage Me from Reading Your Blog
I unsubscribe from blogs that use AI-generated images without disclosing it. Not because the images are bad — many are indistinguishable from photographs or...
S
Senior Tech Writer
•11 min read
Amazonian civilization had estimated 3M people in 3% of...
LiDAR surveys over the Amazon basin have revealed that pre-Columbian civilizations supported an estimated 3 million people across just 3% of the forested...
S
Senior Tech Writer
•10 min read
Bending Spoons makes first post-IPO acquisition with $1.3B...
Bending Spoons acquired Airtable for $1.3 billion in a deal that marks the Italian conglomerate's first acquisition since going public. On paper, it's a...
E
Editorial Team
•5 min read
Core Web Vitals Optimization Guide for 2026
A comprehensive playbook for mastering LCP, INP, and CLS scores to boost user experience and search engine rankings.
S
Senior Tech Writer
•11 min read
Hop.earth – OpenStreetMap based car racing game
Hop.earth takes OpenStreetMap data and turns it into a playable car racing game. The core challenge is deceptively non-trivial: extract a drivable road...
S
Senior Tech Writer
•1 min read
In Memory of My Wife, Elise Cawley, with Thanks for 36...
An in-depth technical analysis and practical guide for software engineers.
S
Senior Tech Writer
•12 min read
LLMs reward expertise
Here's an observation that should be uncomfortable for anyone who's been treating LLMs as generic oracle endpoints: the quality of an LLM's output scales...
S
Senior Tech Writer
•9 min read
Simple algorithm and color space to generate diverse skin tones
Generating realistic, diverse skin tones programmatically is a deceptively hard problem. The naive approach—linearly interpolating between a handful of RGB...
S
Senior Tech Writer
•10 min read
That time when I failed the Microsoft interview
I walked into my Microsoft interview confident. Six years of production engineering, a distributed systems architecture background, and a side project...
S
Senior Tech Writer
•12 min read
The Warp Agent CLI
The terminal has been stubbornly resistant to change for decades. Despite the rise of LLMs, the developer's relationship with the command line has remained...
S
Senior SEO Engineer
•5 min read
SEO Best Practices for Modern Web Apps
Master technical SEO, OpenGraph metadata, canonical URLs, and structured JSON-LD data in Astro.
E
Editorial Team
•5 min read
Understanding Content Collections in Astro
Learn how Astro Content Collections provide strict schema validation, type safety, and efficient querying for content-heavy sites.
E
Editorial Team
•5 min read
Mastering Tailwind CSS v4: What Developers Need to Know
Explore the high-performance Rust-based engine, CSS-first configuration, and new utilities in Tailwind CSS v4.
E
Editorial Team
•5 min read
Getting Started with Astro 5: The Ultimate Guide
Discover how Astro 5 revolutionizes static site generation with Content Layer, Server Islands, and superior performance.