Curated notes and reviews on AI engineering: posts, talks, tools, and articles worth your time.
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Autoresearch
Autoresearch from Andrej Karpathy shows an early picture of how iterative self-improvement can be a unique fit to software development.
Beads
Distributed, git-backed graph issue tracker for AI agents.
No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer
In this talk, Dex shares what hes learned since first sharing these techniques back in August, and some educated predictions on what’s coming in the next 6-12 months for software engineers.
Skills.sh
Skills are reusable capabilities for AI agents. Install them with a single command to enhance your agents with access to procedural knowledge.
GPT-5.3-Codex and Opus 4.6 in 6min
Dive into what makes GPT-5.3-Codex and Opus 4.6 different and analyze these LLMs and what their strengths and weaknesses are
Delete your CLAUDE.md (and your AGENT.md too)
Are agentmd/claudemd files useful? What about skills? MCP? Oh boy…
Youre Falling Behind, Its Time to Catch Up
Things are changing absurdly fast, to the point where a lot of people feel like they’re falling behind. While I do disagree, there’s still a lot to talk about here…
Ai Mistakes Youre Probably Making
It’s so easy to write code with AI, you just tell it what to do, and it does it. Right? Right????