# RocketFound Product

RocketFound is an ML-guided Apple Silicon execution layer for CI and inference workflows.

## Pipeline
1. Signal and context ingestion from workflow events
2. ML profile selection (toolchain, runtime, dependency/artifact strategy)
3. Prewarm and cache orchestration
4. Execution and attribution feedback loop

## AI internals
- Predictive prewarm model
- Cache path ranker
- Drift and regression detection
- Cost-aware allocator

## AI Ops benchmarks
- Up to 41% faster MCP context round trips
- Up to 33% lower A2A handoff latency
- Up to 52% higher auto-triage resolution rate
- Up to 28% fewer repeated manual debug steps (skills)

More: https://rocketfound.com/product