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PAPI

Keep your AI builds on vision with decision memory and drift checks

PAPI runs inside the AI coding tools you already use to keep builds aligned with your vision. It records every decision and dead end, carries context across sessions, and enforces a plan, build, review, release loop without adding inference cost. Install a simple connector and start in minutes.

PAPI detects drift, turns findings into the next plan, and shares a single repo, backlog, and decision registry across your team. Strategy reviews and telemetry help you measure scope accuracy and ship coherently even as multiple models build in parallel.

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