What is PAPI?

PAPI gives your AI coding tool a project manager it never had.

When developers use AI tools like Claude Code, Cursor, or Windsurf, the AI can write code fast — but it has no memory, no plan, and no sense of direction. Projects drift. Context gets lost between sessions. Features get half-built. Technical debt accumulates silently.

PAPI (Persistent Adaptive Planning Intelligence) is the planning layer that solves this. It sits between your team and your AI tool, providing structure: cycles, task boards, build reports, strategy reviews, and a living record of every decision made along the way.

Think of it this way: your AI tool is a very fast junior developer. PAPI is the project manager that keeps that developer focused, on-scope, and accountable.

Who is it for?

Anyone using AI coding tools daily who wants to move faster and stay in control. PAPI works with any AI tool that supports the Model Context Protocol (MCP) — Claude Code, Cursor, VS Code, Windsurf, and more.

What does it do?

PAPI runs a repeating cycle: plan what to build, build it with structured handoff specs, review the results, and release a versioned update. Every cycle produces build reports, tracks effort estimates vs reality, and surfaces decisions that need attention.

Every 5 cycles, PAPI runs a strategy review — a deep analysis of project direction, velocity, and active decisions. This is where compounding value comes from: the project gets smarter over time, not just faster.

What it doesn't do

PAPI doesn't write code — your AI tool does that. PAPI doesn't call AI APIs or spend tokens on your behalf. It provides structure, context, and accountability. The intelligence comes from your AI tool; the steering comes from PAPI.