agentc vs Singularity

A minimal, static, embeddable AI agent in C - no libc, less than 1MB. - GitHub - abird-ai/agentc: A minimal, static, embeddable AI agent in C - no libc, less than 1MB. Sharing an agent that I built since most of the agents that's nice to work with, take hefty deps like node or is provider dependent.It's heavily inspired by the wonderful pi agent - and builds on it as something that you can run on tiny hardware or embed easily in your own binaries without needing it's hefty dependency chain.An agent doesn't really need much - a minimal networking stack, a TUI and an agent loop. Then comes tools, mcp, skills and prompts.agentc does exactly that - a minimal, static, embeddable coding agent in C - no libc, less than 1MB, starts up using <1...

Contribute to pandacover/singularity development by creating an account on GitHub. Coding agents start every session from zero. Ask Claude Code for a change like one it made last week and it reads the same files again, falls into the same test traps again, and you pay for all of it again.Singularity learns from your finished sessions (change committed, tests passing): where each kind of change goes in this repo, how it gets checked, and the mistakes made along the way. When the next task starts, a hook hands the agent the workflows that fit, pointed at the code as it is today. Picking them is plain text matching with no model call. It stores where to edit, never the code its...