✓ The Solution

How Forevibe Solves the
AI Coding Problem

A structured plan, connected to your AI via MCP — so it always knows what to build, how to build it, and what to stay away from.

The Root Cause

AI copilots are stateless. Every session starts fresh. They don't know your architecture decisions, your security rules, or your scope. You repeat yourself. They guess. Code drifts away from what you planned.

The problem isn't your AI. The problem is that there's no shared memory between you, your team, and your copilot.

The Forevibe Approach

1

A Single Plan Your AI Can Read

Forevibe generates a structured plan — not a document for humans, but a machine-readable contract your AI reads automatically. Architecture decisions, story scope, security invariants, and naming conventions all live in one place: your .forevibe/ folder.

  • contract.json — locked architecture decisions
  • story_cards.json — 96+ stories with acceptance criteria
  • security.json — 12 security rules your AI enforces
  • state.json — tracks active story and build progress
2

Connected via MCP — Not Pasted Text

Model Context Protocol (MCP) lets your IDE read your plan at the start of every session — automatically. No copying, no pasting, no "here's what we decided last session." Your AI is always fully briefed.

  • forevibe://plan/current — full plan context
  • forevibe://context/active — active story + ACs
  • forevibe://rules-summary — architecture + security
  • Works with Cursor, Windsurf, Claude Code, Copilot
3

Scope Lock — Not Scope Creep

Every feature is traced to a story. Every story has acceptance criteria and a scope boundary. Your AI checks the plan before building anything. If it tries to add something outside the plan, it asks you first.

  • Stories define scope — AI only builds what's planned
  • Pre-flight checklist runs before every code session
  • Drift detection catches out-of-scope changes
  • Approved deviations are recorded in the rule file
4

Drift Detection — Know What Changed

After any AI session, run a drift check. Instantly see which files changed, whether they're in scope, and whether any security rules were violated. Advisory only — you stay in control.

  • Scans every modified file against plan contract
  • Identifies out-of-scope additions instantly
  • Flags security rule violations
  • 0.00% drift = clear to ship

Before and After

Without Forevibe

  • ✗Re-explain decisions every session
  • ✗AI guesses auth strategy, naming, scope
  • ✗Context lost after 5–8 messages
  • ✗Scope creep — builds what wasn't planned
  • ✗Security gaps discovered in production
  • ✗4+ hours reviewing AI-generated diffs

With Forevibe

  • ✓AI reads your plan at every session start
  • ✓Architecture, rules, scope — always in context
  • ✓Zero context loss across unlimited sessions
  • ✓Scope locked — AI asks before going off-plan
  • ✓Security rules baked into every prompt
  • ✓Drift score: 0.00% — review takes minutes

Ready to give your AI a plan?

First plan free. No credit card. Ready in under a minute.

Start Building — FreeSee Full Walkthrough