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ai-coding
9 postsBuilding Reliable Software With Untrustworthy AI Agents
A practical framework for reliable AI-agent coding: context window management, verification layers, CLAUDE.md briefs, and reusable skills.
10 AI Coding Models, 5 Tasks: Price Doesn't Predict Quality
Benchmarking 10 LLMs across 5 coding tasks reveals price and code quality barely correlate, with budget models rivaling premium ones.
Engineer builds a true-scale universe atlas with AI in one week
A solo engineer used Claude Code and Fable to build a true-scale universe atlas with 8.4M real stars, running on raw WebGPU in one week.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comBun's Million-Line AI Rewrite Passed All Tests, Still Shipped 19 Bugs
Bun's AI-driven Zig-to-Rust rewrite passed every test yet shipped 19 regressions, exposing the gap between test coverage and true verification.
Web Developer Setup 2026: Zed, the Editor Atom Wanted to Be
Zed 1.0 review: setup, config and AI architecture for the Rust-based, GPU-rendered open source editor built by Atom's creator.
26 Repos in 29 Days With Claude Code: The Real Failures Weren't Code
A 29-day AI-coding sprint built 26 repos and 335 pages with Claude Code — real failures were SEO cannibalization, URL drift, and buggy audit tools, not code.
An Error Notebook for AI Agents: 266 Rules, 66 Catches
A developer built a layered 266-rule 'error notebook' to stop his AI coding agent from repeating mistakes, catching one recurring error 66 times over two months.
basou: A New Open-Source Harness to Rein In AI Coding Agents
basou is an open-source harness that captures AI coding agents' decisions and session history in local files, giving developers verifiable, replayable control.
Alice Ryhl on Rust: why the compiler is the real safety net
Google's Alice Ryhl unpacks Rust's memory safety, ownership model, Cargo, editions, and its growing role inside the Linux kernel in this podcast deep dive.