Colibri

---
title: Colibri
description: Control plane for autonomous AI agents (Rust + Go)
---

## Colibri — Agent Control Plane & Tokenomics (*Work in Progress*)

Control plane for autonomous AI agents designed to balance model quality, response time, and cost. Priority: **cost per successful task**, rather than cost per token.

⚠️ **Note:** Still in active development. Components work individually, but the full chain (boot → seed → Pi agent → Colibri daemon → Mother/Hive → benchmark) has not been validated end to end on hardware.

**Technologies:** Rust (core: daemon, CLI, Zot) · Go (services: API, MCP bridge, cost dashboard) · PostgreSQL + pgvector · bhyve VMs · Bastille jails

**Components:** [View status matrix and repository on Forgejo →](https://code.clawdie.si/clawdie/colibri)

- `colibri-daemon` (Rust) — core loop, systemd-style supervision ✅
- `colibri-cli` (Rust) — basics, missing advanced subcommands 🔄
- `zot` agent harness (Rust) — NDJSON RPC, subtask delegation, tool interception ✅
- `colibri-mcp` (Go) — SSH-stdio bridge, tool proxy ✅
- `cost-dashboard` (Go) — in development 🔄
- `llama.cpp benchmarks` (Rust/Go) — `/v1` timings object for ms/tok ✅

**Documentation:** Colibri architecture decisions and LLM benchmark wiki hosted on Forgejo ([explore wiki on Forgejo →](https://code.clawdie.si/clawdie/colibri))

**Blockers for end-to-end:** bhyve spawn logic in ISO 🔄 · pgvector migration script 🔄 · cost-dashboard integration 🔄 · hardware test on Valhala 📅

Colibri — Agent Control Plane & Tokenomics (Work in Progress)

Control plane for autonomous AI agents designed to balance model quality, response time, and cost. Priority: cost per successful task, rather than cost per token.

⚠️ Note: Still in active development. Components work individually, but the full chain (boot → seed → Pi agent → Colibri daemon → Mother/Hive → benchmark) has not been validated end to end on hardware.

Technologies: Rust (core: daemon, CLI, Zot) · Go (services: API, MCP bridge, cost dashboard) · PostgreSQL + pgvector · bhyve VMs · Bastille jails

Components: View status matrix and repository on Forgejo →

colibri-daemon (Rust) — core loop, systemd-style supervision ✅
colibri-cli (Rust) — basics, missing advanced subcommands 🔄
zot agent harness (Rust) — NDJSON RPC, subtask delegation, tool interception ✅
colibri-mcp (Go) — SSH-stdio bridge, tool proxy ✅
cost-dashboard (Go) — in development 🔄
llama.cpp benchmarks (Rust/Go) — /v1 timings object for ms/tok ✅

Documentation: Colibri architecture decisions and LLM benchmark wiki hosted on Forgejo (explore wiki on Forgejo →)

Blockers for end-to-end: bhyve spawn logic in ISO 🔄 · pgvector migration script 🔄 · cost-dashboard integration 🔄 · hardware test on Valhala 📅