AI-built automation platform. Deterministic Automation for AI Agents. Makes AI repeatable, shareable, and auditable.

Your AI solves a problem, then forgets how it got there. Your team never sees the solution. Nobody can prove what happened. Swamp fixes all three.

Swamp is a CLI that supercharges AI agents to create operational workflows that are reviewable, shareable, and accurate. Built for agents, there to empower humans. All the data lives in the .swamp/ (the swamp).

• Swamp @ GitHub.

Markdown filesystem for agents and teams.

Searchable, structured, versioned markdown. Plug in an agent in 30 seconds — or self-host with a single binary. KiwiFS makes markdown files writable, searchable, queryable, versioned, and human-readable. Files are the source of truth. Everything else is a derivative index you can rebuild.

• KiwiFS @ GitHub.

Related contents:

• Episode 680: Go Hack Yourself @ Linux Unplugged.

Local memory for AI agents.

Link gives Codex, Claude, Cursor, Kiro, VS Code, Copilot, Antigravity, and other local agents the same source-backed memory, stored locally as Markdown.

• Link @ GitHub.

The Context File System for AI Agents. A Context DataBase for AI Agents.

Memory, Resource, Skill. Everything is a File.

• OpenViking @ GitHub.

Related contents:

• 10 GitHub Repositories for Modern Database Systems and Tools @ KD nuggets.