# Stuffle AI
> Stuffle AI builds secure, local-first identity management systems and offline agent runtimes.

## Core Software
- [Stuffle IAM](https://stuffle.io): Private self-hosted local identity access manager with OIDC, SAML, and MFA support.
- [AGOS](https://stuffle.ai): Fast local agent runtime platform for offline AI workflows with zero-trust policy enforcement.
- [Mesa Messaging](https://stuffle.io): Programmatic messaging and email interface tools for builders.

## Developer Utilities
- [Planner Do](https://stuffle.io): Offline-first task management and local scrum planning boards.
- [Stuffle Docs](https://stuffle.io): Local markdown document viewer and engineering knowledge base.

## Key Capabilities
- Agent orchestration with deterministic execution graphs
- 3-layer context memory bank (instance, task, base) with pgvector semantic search
- Zero-trust policy engine evaluating every tool call before execution
- Plugin ecosystem with HMAC-SHA256 signing and static security scanning
- Crash-safe checkpoint and resume for long-running agent workflows
- Structured JSON observability at every system boundary

## Links
- Website: https://stuffle.ai
- Documentation: https://stuffle.ai/docs
- Company: https://stuffle.io
