gzkit.org

A development covenant for human-AI collaboration.

GovZero Kit is cognitive infrastructure for extended human-AI collaboration — a protocol that preserves human intent across agent context boundaries, gives agents constraints to reason against, creates verification loops both parties trust, and reserves final judgment for humans.

Read the covenant View on GitHub
The covenant

Four properties, in order

Preserved intent

Human intent survives the boundaries of any single agent context — written down, addressable, and carried forward.

Constraints to reason against

Agents work against explicit rules and shapes, not vibes. The constraints are the thing being checked, not the prose around them.

Verification loops

Both parties — human and agent — can independently verify that an outcome matches the intent. No party has to take the other's word for it.

Human judgment last

Final judgment is reserved for humans. The kit makes that judgment cheaper to exercise, not optional.

Extensions

The binary-star cousin

GzFactory

In development

If gzkit is the covenant, GzFactory is the covenant in action. A spec-driven pipeline for autonomous runs — LLM-driven software development that stays anti-vibe by construction and auditable by default. The two orbit each other: rules, and rules at work.

  • Pydantic AI for typed agent outputs
  • Prefect for orchestration and telemetry
  • Mem0 for persistent context
  • Postgres as the system of record

Built as a workflow on Pueo, the framework that runs durable agent operations.

Pueo

Framework layer

The workflow framework underneath GzFactory. Durable, replayable, attestable steps for any domain — gzkit-aware or not.

pueo.dev →
About

Why a kit, not a framework

gzkit is intentionally small. It is a set of patterns and a thin library — not a framework that decides your architecture. You adopt the covenant; the kit gives you primitives to honour it without rewriting your stack.

A TV Productions project. Extended by GzFactory for autonomous runs.

Contact

Get in touch

Questions, critique, or interest in adopting the covenant? Email is the right channel. The repo issues are open for concrete bugs and proposals.