Posts

We run forty-two AI agents in our Dark Factory every night. Every one of them used to wake up with amnesia, rediscovering facts we already knew, paying the same token bill twice. Here is what we built to stop paying it -- and the eight-stage frame, named by memco.ai, that finally made the story legible. As of July 2026, the whole pipeline ships as a single terraphim-agent memory CLI namespace.

Builds on Teaching AI Agents to Learn from Their Mistakes and Knowledge Graph Hooks. Maps both into a single lifecycle.

We just opened the public demo of Terraphim Forge at demo.terraphim-forge.com. It is a free, anonymous, self-serve instance of our Gitea fork running on Firecracker microVMs. Sign up, push code, publish a Cargo crate, run our PageRank-based issue triage tool. Everything resets at 04:00 UTC daily, so bring nothing irreplaceable.

A common point of confusion in Terraphim is understanding the difference between FFF (fzf-like fuzzy file finder) and Ripgrep haystack. This post clarifies what each does and how they complement each other.

This guide documents the step-by-step process for setting up a Frontend Developer role in Terraphim, including knowledge graph validation, MCP server configuration, and integration with OpenCode.