OrbitSuite – Deterministic infrastructure for AI agent fleets
AST validation at inference time catches model drift before it reaches your codebase.
Content-addressed stores make agent operations deterministic instead of relying on LLM re-emission.
Developers building agent systems who need reproducible, auditable agent operations
LangChain · LlamaIndex · Model Context Protocol
AST validation at inference time catches model drift before it reaches your codebase.
Slash agent token costs 164x with hook reducers and persistent daemon state.
Deterministic file retrieval beats embeddings—87.8% hit@5 with verifiable grounding.
71% token savings on git status by stripping human-readable fluff AI agents don't need.
Compiles browser sessions into deterministic skills, slashing agent token costs by 90%.
Catches denied calls that never reach transcripts—six detectors at zero token cost.