The Curated Context

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.
Autoresearch
Apr 7, 2026 I 7 U 8 F 7
Tool

Beads

Distributed, git-backed graph issue tracker for AI agents.
Beads
Mar 4, 2026 I 5 U 8 F 5
Tool

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.
No Vibes Allowed: Solving Hard Problems in Complex Codebases – Dex Horthy, HumanLayer
Mar 4, 2026 I 7 U 8 F 6
Video

Skills.sh

Skills are reusable capabilities for AI agents. Install them with a single command to enhance your agents with access to procedural knowledge.
Skills.sh
Feb 28, 2026 I 0 U 0 F 0
Tool

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
GPT-5.3-Codex and Opus 4.6 in 6min
Feb 28, 2026 I 0 U 0 F 0
Video

Delete your CLAUDE.md (and your AGENT.md too)

Are agentmd/claudemd files useful? What about skills? MCP? Oh boy…
Delete your CLAUDE.md (and your AGENT.md too)
Feb 28, 2026 I 0 U 0 F 0
Video

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…
Youre Falling Behind, Its Time to Catch Up
Feb 28, 2026 I 0 U 0 F 0
Video

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????
Ai Mistakes Youre Probably Making
Feb 28, 2026 I 0 U 0 F 0
Video