# Sponsio

> Runtime contract enforcement for AI agents. Natural-language policies compile into deterministic temporal contracts that block unsafe tool calls, file writes, API requests, or database mutations before side effects land. Sub-10μs p99, zero LLM on the hot path, covers all 10 OWASP Agentic risks.

## Start here

- [README.md](README.md): Product overview, Quick start, Integrations for 8 frameworks, benchmarks.
- [QUICKSTART.md](QUICKSTART.md): Full walkthrough — install, wire-up, observe mode, flip to enforce, configuration reference, production rollout.

## Reference

- [docs/contracts.md](docs/contracts.md): Contract DSL — deterministic patterns, LTL syntax, YAML schema.
- [docs/sto-atoms.md](docs/sto-atoms.md): Stochastic atom catalog — LLM-judged evaluators for fuzzy properties.
- [docs/cli.md](docs/cli.md): CLI reference — scan, validate, check, report, demo, onboard, serve, refresh.
- [docs/integrations.md](docs/integrations.md): Per-framework integration guides.
- [docs/architecture.md](docs/architecture.md): Design — LTL evaluator, det/sto pipelines, grounding.
- [docs/owasp-agentic-top-10.md](docs/owasp-agentic-top-10.md): OWASP Agentic Top 10 (2026) → Sponsio control mapping.

## Governance

- [CONTRIBUTING.md](CONTRIBUTING.md): Dev environment, patch workflow, what belongs in this repo.
- [SECURITY.md](SECURITY.md): Security policy, scope, private disclosure.
- [CHANGELOG.md](CHANGELOG.md): Release notes.
- [CLAUDE.md](CLAUDE.md): Agent guide for LLM assistants reading this repo.

## Optional

- [llms-full.txt](llms-full.txt): Concatenated single-file dump of every public doc (~184KB).