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Dev.to · nasuy
3w ago
The most valuable AI agent skills are buried in GitHub repos
Most agent skills people create are a rewrite of what the LLM already knows. Claude Code's...
![[Meta-RL] We told an AI agent 'you can fail 3 times.' Accuracy went up 19%.](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fkk558vz3wdfqj53ck4u9.png)
Dev.to · nasuy
3w ago
[Meta-RL] We told an AI agent 'you can fail 3 times.' Accuracy went up 19%.
Most AI agents get one shot. They take a question, run a search or plan, give an answer, and move...
![[EvoSkill] An AI agent learned from its own failures and got 12 points more accurate.](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fbzigcuyt71djhczx9g4i.png)
Dev.to · nasuy
3w ago
[EvoSkill] An AI agent learned from its own failures and got 12 points more accurate.
AI coding agents have a structural weakness. Claude Code, Codex, and OpenHands are good at...
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