Context Engineering for
AI Agents.
Give your AI agents persistent memory, validated schemas, and a governance layer that scales.
From "Big Data" to
"Deep Context".
In the last decade, the challenge was storing Data (what happened).
In the AI era, the challenge is capturing Context (why it happened).
"The last generation of software captured the
result. This generation must capture thereasoning."
When an Engineer (or Agent) commits code, they change the business reality. But the "Translation Gap" means context is often thrown away at commit.
"I refactored the auth module to improve performance."
"The auth module touches PII fields covered by GDPR. The change needed a lineage check and approval before merge."
Without context governance, this surfaces in an audit — not during development.
Why ChooChoo?
Three compounding problems make most agent deployments brittle — and solving them unlocks second-order benefits that matter across every team.
Context Amnesia
Agents start every session blank. Context Compilation gives them institutional memory — compiled from your codebase and trace history.
Agent Governance
Declare what agents can read, modify, and execute. Enforce boundaries before changes land. Cross-team policies live in `choochoo.toml` — security, legal, and engineering work from the same rules.
Fleet Intelligence
See what your agents are doing, what it costs, and where quality is trending. Real visibility for every team — engineering, security, and leadership — backed by trace data, not anecdote.
Documentation
Explore comprehensive guides, architecture details, and API references.
Getting Started
Install and connect your first agent in minutes
Core Concepts
Agents, Agent Trace, and Context Compilation
Architecture
The Engine, The Map, and The Station
Developer Guide
CLI reference, configuration, and error messages
Governance
Audit trail, risk scoring, and approval workflows
Supported Schemas
ODCS, ODPS, OpenAPI, Arazzo, GraphQL, AsyncAPI
Ready to get started?
Join the movement toward truly governable AI. Start building with ChooChoo today.