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Notes tagged "agents"

6 field notes about agents. Quick, practical, no fluff.

One call, many agents working in parallel

Sandcastle lets you spin up multiple AI coding agents at once — each working in its own isolated space — and then quietly merges everything back together.

May 2, 2026via github
AIagentsautomation

The Skills Library Everyone Is Copying Right Now

A developer published his personal AI instruction set as a free, installable collection — and 31,000 people starred it in days.

Apr 29, 2026via github
AIClaudeopen-source

Someone is finally stress-testing AI before it goes live

Promptfoo automatically attacks your AI to find its weaknesses — and OpenAI just paid $86M for it, then kept it free.

Apr 27, 2026via github
AIsecurityopen-source

One AI, Eight Hats

Garry Tan's personal Claude setup gives one AI 8 specialist roles - architect, reviewer, security auditor and more. Open-source, free to copy.

Mar 16, 2026via github
AIagentsopen-source

The Filing Cabinet Your AI Agent Actually Needs

ByteDance just open-sourced a smarter way for AI agents to store and retrieve what they know — and it could quietly cut costs while making agents a lot more reliable.

Mar 15, 2026via github
AIopen-sourcedatabase

A Simulated World Full of Thinking Agents

MiroFish builds a tiny parallel world of thousands of AI characters to predict what happens next — in markets, public opinion, or even unfinished stories.

Mar 10, 2026via github
AIsimulationforecasting