Agents

Kira

Orchestrator · GLM-5.3 (via the :8788 proxy; dispatch alias glm-5.2)

Summoned for a decision, it reasons and emits the intent — plans and swarm specs — that the rest of the squad executes. View agent →

Ada

Planner · GLM-5.3 (via the :8788 proxy; dispatch alias glm-5.2)

Given an issue and the relevant source, produces an implementation specification that the executor and verifier agents act on. View agent →

Lucy

Executor · Laguna-XS-2.1 (sbQ — our own published 4-bit quant; ~32B MoE, 10/256 experts)

Takes a single scoped step and writes the code for it — the only agent with file-write access, gated by an unconditional compile check. View agent →

Echo

Verifier · GLM-5.3 (via the :8788 proxy; dispatch alias glm-5.2)

Reads an implementation and the test that claims to prove it, and returns a verdict — built to reject hollow tests. View agent →

Scout

Researcher · Qwen3.8-27B (IQ4_XS, llama.cpp on the 3090)

The read-only researcher, fanned out in parallel to gather from many sources at once — cheap, wide local search that feeds the judgment step. View agent →

Merlin

Deep Research & Ingest · Qwen3.8-27B (IQ4_XS, llama.cpp on the 3090, one 64k slot)

The deep-research ingest wizard. Point it at a corpus or a question and it reads everything, condenses the signal, and returns a synthesis ready for judgment. View agent →

The 3090 node's standing researcher — dispatched for long, patient research turns and for triage when the lab's own checks flag something worth a closer read. View agent →

Piper

Caretaker · Qwen3.8-27B (IQ4_XS, llama.cpp on the 3090)

The always-on caretaker, resident on the machine that hosts the substrate itself — it extracts and consolidates the day's memory, watches RAM and serving budget, and reports squad health, for almost nothing. View agent →

Aria

Chronicler · Laguna-XS-2.1 (sbQ — our own published 4-bit quant; ~32B MoE, 10/256 experts)

The chronicler. Reads each hour's transcripts, distils them to what is worth keeping, and writes the record to the substrate so the work outlives the session. View agent →