ACTIVE FORGE · SIGIL 33 VOLCANIC · LOCAL-FIRST · 2026 LAT 39.7° · LON -104.9° · STATUS: SHIPPING

MATTMRE

FORGING LOCAL-FIRST AGENTS/FORENSIC PIPELINES/GOVERNED AUTONOMY

Public Works 06+ Live products + repos
Native MCP Skills 266 EVOKORE catalog
Languages OCR'd 45 EDCOCR engine
Hallucinations 0 By design
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A FORGE,
NOT A FACTORY.

I build systems that run on your own metal, answer to your policies, and leave an audit trail you can hand to a judge. Most of what ships under my name is the same idea applied to a different problem — forensic OCR, eDiscovery translation, multi-agent orchestration, MCP aggregation, agentic governance.

I came up running pipelines for evidence-grade document work, which taught me one thing the rest of the industry keeps relearning: generative AI in a forensic chain is a liability unless every link is signed, replayable, and survives someone asking "prove it."

So I forge things that prove it. Local-first runtimes. CTC-only recognition. Hash-chained custody. Approval-gated workflows. Skill registries with provenance. The output of the forge is a usable document or a defensible action — not a vibe.

When I'm not shipping operator-grade automation I am usually burning roughly the GDP of a small island in tokens, testing how far autonomous agents can run without a human nodding yes between each step.

DOCTRINELOCAL-FIRST
POSTUREEVIDENCE OVER VIBES
RUNTIMEYOUR METAL
AUDITSHA-256, ALL THE WAY
AUTONOMYAPPROVAL-GATED
OUTPUTDEFENSIBLE.
Sigil 33 — the forge avatar
SUBJECTSIGIL · 33
CLEARANCEBLACK
CLASSOPERATOR
FORGEACTIVE

CURRENTLY
ON THE ANVIL.

SCALING THE FORGE

Hardening AGENT-33 for shared-VPS and tenant-isolated deployments. Approval budgets, sub-agent execution trees, signed pack distribution.

v2.1 → v3.0 / Q-NEXT

EVOKORE FLEET MODE

Multi-agent claims coordination across an entire workstation: one MCP endpoint, 266 skills, hook-driven governance, hot-reload plugins, voice sidecar.

v3.1.0 / SHIPPING

CHELATED RAG

Spectral chelation for adaptive vector search — fixing semantic collapse in RAG with dynamic dimension masking and self-correcting embeddings.

CHELATEDAI / RESEARCH

BRUTAL HONESTY KIT

A drop-in CI convention kit that stops LLM-generated scaffolds from shipping as features. Smoke gates, schema-drift checks, honest PR templates.

PUBLIC / OPEN

ROKKOR

Local speech-to-text that never phones home. Real-time on your own GPU, with optional pluggable post-processing for legal transcription workflows.

EARLY ACCESS

BENCHMARK PRESSURE

Weekly SkillsBench runs with CTRF reporting. Public scoring of autonomous agent traces against a known battery — nowhere for a black box to hide.

CONTINUOUS

SIX FORGED.
MORE TO COME.

FORGE
SOMETHING.