niclydon.devniclydon.dev

System status

The lab

A snapshot of the machinery, baked at build time from real lab data and sanitized on the way out. The lab itself stays off the public internet.

SNAPSHOT 2026-06-06 / NO LIVE LINK / NOTHING TO PORT-SCAN, SORRY

Expressions / The fleet, audited

0

autonomous agents on duty

~1,800 DECISIONS / WK

0K

coding-agent messages logged in 8 weeks

4,332 SESSIONS / 4 CLIS

0

commits in the last 30 days, 102 repos

PEAK DAY 574

0.0M

rows in the warehouse, 690 tables, 1983-2026

2.0M EMBEDDINGS / 651K GRAPH FACTS

Every coding-agent session is ingested into one searchable corpus. Agents produce claims; the corpus holds the evidence. Commit history is the audit trail the agents cannot edit after the fact.

System status

FORGE GREENHOMELAB GREENTWILIO GREEN
Mesh nodes
7
Core services
11
Project repos
102
nexusforgebroadsidelangfusellamapostgresminioredisclickhousenginxcaddy

Details / Compute

Primary inference node
AMD Ryzen AI Max+ 395, 32 threads, Radeon 8060S
OS
Ubuntu 24.04 LTS
Storage
3TB local (NVMe + external)
Serving
llama.cpp + llama-swap routed through Forge, per-call energy logged in joules

Materials / Models

198local model files

GGUFsafetensorsdiffusersembeddingswhisper3D generation

Gemma 4 12B as local reasoning/chat daily driver.

Build log

  • 2026-06-04Fixed empty responses from local Gemma by disabling reasoning flags in the model manifest
  • 2026-06-02Cut cold hybrid-retrieval latency; migrating per-row vectors to the central HNSW-indexed embeddings table
  • 2026-06-01JobFoundry overhaul closed out: 51 of 51 items shipped on the new job substrate
  • 2026-05-31Closed the 1.5x scheduler drift gap with self-chaining recurring jobs
  • 2026-05-28Memory v2 Phase 9 activated: 97 biographical claims past all three quality gates
  • 2026-05-27SecurityAnalyst agent cleared DB isolation and read-only eval gates

Poses / Maker bench

On the bench

Scout

Flipper Zero

RF, NFC, and infrared poking with a custom tools repo riding along.

Builder

Kiln (3D printing)

Print pipeline with its own MCP server, web UI, and image-to-mesh models. The printer takes orders from a chat window.

Scout

Looki wearables

Wearable capture experiments wired into the lab through a dedicated MCP bridge.

Builder

ESP32 + breadboards

Microcontrollers, sensors, and blinking things in various states of intention.

Operator

Robot head

A physical robot head: parametric 3D-printed shell, ESP32-S3 camera eye, Pi Zero brain. The crew demanded representation in hardware.

Forge

Local inference rig

Strix Halo box running the model fleet, routed by Forge, watched by Grafana.