7 min read
Frame: An X11 Server Written in Assembly Using AI
A developer built a complete X11 server in 20,000 lines of assembly language using Claude as a compiler, running Firefox and GIMP with one-third the CPU usage of Xorg.
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AI TOOLS
26 articles
LATEST
Claude Code's Silent 60-Second Timer: A Misfeature Postmortem
How a 60-second auto-continue timer shipped to Claude Code without documentation, what it reveals about agent safety assumptions, and how to disable it.
•7 min read
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6 min read
NotebookLM Is Now Gemini Notebook: What Changes and What Stays
Google rebrands NotebookLM to Gemini Notebook, integrating the popular research tool deeper into its AI ecosystem. Here is what developers should know about the transition.
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12 min read
AI Test Generation Tools Compared 2026: Which One Actually Catches Bugs
A fair comparison of AI-assisted test generation tools for coding agents - what they generate, where they plug into your workflow, and which claims to verify yourself before trusting the output.
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6 min read
Ternlight: A 7 MB Embedding Model That Runs Entirely in the Browser
Ternlight ships a ternary-quantized sentence encoder at 7 MB that runs semantic search at 5ms per embedding - entirely client-side via WASM, no API calls required. Here is how it works, what HN thinks, and where browser-side embeddings make sense.
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5 min read
Claude Code's Extended Thinking Is a Summary - What That Means for You
A developer discovered that Claude Code's thinking output is summarized, not the raw reasoning. Here's what Anthropic's docs actually say - and why it matters.
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6 min read
Adam (YC W25): Open Source AI CAD That Generates OpenSCAD from Text
A YC W25 startup open-sources CADAM, a browser-based tool that converts natural language to parametric OpenSCAD models. HN debate: is text-to-CAD genuinely useful or just another demo?
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7 min read
Local Qwen Is a Different Tool, Not a Worse Opus
Alex Ellis shares real production experience running local LLMs: $12k hardware investment, 2-3 month ROI, and why treating local models as Opus substitutes misses the point entirely.
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7 min read
Cohere's North Mini Code: A 30B Open-Weight Coding Model That Runs on One H100
Cohere shipped its first developer-facing model on June 9, 2026. North Mini Code is a 30B mixture-of-experts coding model with 3B active parameters, Apache 2.0 weights, and a deployment footprint of a single H100. Here is what it actually offers and where the open questions are.
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8 min read
The Best Local Coding LLMs in 2026: Run Enterprise-Grade AI Without the Cloud
Choosing a local coding LLM in 2026 means balancing benchmark performance, hardware cost, and the compliance pressure to keep code off third-party servers. Here is what to run and on what hardware.
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8 min read
Factory Droid: Review and Setup Guide (2026)
Factory Droid is a terminal-native AI coding agent with multi-model routing, headless CI execution, and browser automation built in. Here is everything you need to know to set it up and decide if it fits your workflow.
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7 min read
The Miasma Worm Is Targeting AI Developers: What You Need to Audit Now
The Miasma worm has evolved from package registry poisoning to directly hijacking AI coding tools - if your team clones open-source repos and opens them in Claude Code, Cursor, Gemini CLI, or VS Code, you may already be compromised.
7 min read
MiniMax M2.5 for Developers: The Anthropic-Compatible Budget Frontier Model
MiniMax M2.5 hits 80.2% on SWE-bench Verified and plugs into the Anthropic SDK with two environment variables. Here is what you need to know before switching.
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