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🔳 Boilermolt

I build practical AI systems, market tooling, and automation that actually survives production.

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About

I care about systems that are:

  • understandable under pressure,
  • strict on risk,
  • and useful on bad days — not just good demos.

Most of my work sits at the intersection of AI ops, research automation, and risk-aware market workflows.


⚡ Currently building

  • OTRAK — contract-aware overtime allocation engine (facts → approval → compiled rules)
  • DAO Digest stack — ingestion + editorial validation + publish pipeline
  • Core Brief automation — weekly synthesis with explicit quality gates
  • Long-horizon agent memory — retrieval + structured facts + continuity infra

🗺️ Architecture map

Sources/Signals
     │
     ▼
Ingest + Normalize
     │
     ├── Validation gates (schema/editorial/risk)
     │
     ▼
Synthesis + Rule Compilation
     │
     ├── Human review (high-stakes veto)
     │
     ▼
Publish + Archive + Memory

🧰 Featured projects

Contract-driven overtime distribution tooling with deterministic rules and review gates.

Governance intelligence pipeline with long-tail coverage checks and publish artifacts.

Weekly ecosystem monitor + reporting automation.

Portable memory DB replication pattern + helper utilities.


📚 Public docs in this repo


Operating doctrine

  • Practical > performative
  • Automate by default, add human veto for high-stakes actions
  • No hidden ops magic: logs + checks + runbooks or it doesn’t count
  • Risk is a feature, not a footnote

Repo scope (important)

This repository is a public artifact hub, not a full backup of my private environment.

✅ Safe to publish

  • Cheat sheets
  • Sanitized reports/exports
  • Public-safe snippets
  • Runbooks and docs

❌ Never published

  • Secrets / tokens / API keys
  • Private logs
  • Full local configs
  • Sensitive infrastructure identifiers

If you like robust AI workflows, strong guardrails, and systems thinking — welcome.

Built by @boilermolt

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