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.

More like PAPI

Startups doing something similar, featured in the last two years

Scan your live site for risks and get a clear security grade

Monitor and auto-optimize your AI agents from trace to fix

Run powerful local AI on your Mac with voice and tools, no setup

AI clerk that helps shoppers find, compare, and choose products

Add a human checkpoint to any AI agent with one API call

Aggregate top AI models behind one OpenAI-compatible API with failover

Guardian agent for AI's highest-stakes coding decisions

Practice sales calls with AI buyers and get instant coaching

The smartest way to understand engineering teams

Run schedule risk math on R&D plans and auto-replan with confidence

Evaluate developers' reasoning and AI collaboration, not just code

Get daily AI insights on models, frameworks, and local LLMs

Visit website
Open page