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BytesFromToby/README.md

Toby Iverson

Automation engineer in Minneapolis. I build AI systems that check their own work — agentic workflows, LLM integration, guardrail design. Python · SQL · FastAPI.

Verification beats trust. Software should be able to prove it did what it claims.

Shipped

  • RepoRouter — autonomous GitHub issue-triage operator, live in production on a local 8B model. Safety enforced by the harness; guardrails pinned by pytest.
  • Polis — strategy game where 28 AI factions negotiate through live LLM audiences; a deterministic engine pinned by 638 tests enforces every deal.
  • Plumbline — spec-driven workflow: eight single-responsibility agent skills and two unattended orchestrators take a written brief to verified code. Cross-skill contract audited in CI.
  • Log Analyzer — desktop log analysis in pure Python 3 + Tkinter, zero external dependencies.

Elsewhere

🌐 Portfolio · 💼 LinkedIn

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  1. RepoRouter RepoRouter Public

    Autonomous issue-triage operator — checks every new issue against your docs, then replies, labels, closes, or escalates. Runs live in production on a local 8B model; safety enforced by the harness,…

    Python 1

  2. plumbline plumbline Public

    A "trust, but verify" workflow of AI-agent skills: prompt to verified code, every step trackable and deviations logged — plus an autonomous maintenance loop to keep a built project honest.

    Python 3

  3. Polis Polis Public

    Govern the ungovernable: 28 AI factions negotiate through live LLM audiences; a deterministic, 638-test engine enforces every deal.

    Python 2

  4. Log_breakdown Log_breakdown Public

    Desktop log analysis — merge multi-file logs in timestamp order, filter noise, match known issues, build reports. Pure Python 3 + Tkinter, zero external dependencies.

    Python 3 1