Plan. Generate. Merge. Done.
OVERVIEW
Writeyourproductspecificationswithclearsuccesscriteria.Methodunderstandsyourintentandautomaticallygeneratestheimplementationhierarchy—fromhigh-levelfeaturesdowntoatomictasks.
OurAIagentsanalyzeyourcodebasestructureandtranslatespecificationsintoarchitecturally-alignedimplementations.Everylineofgeneratedcodetracesbacktoyouroriginalintent.
Build AI-powered onboarding
Detect user roles
In Progress
Auto-draft flows
Pending
Personalize CTA placement
Blocked: Needs Clarification
Context Agent: Identified `Repository` pattern.
Trace: Seen in `user.service.ts`, `product.service.ts`.
Author: Last modified by `Sarah` (June 15).
Confidence: 95% - High
Routing Agent: Decided to use `Next.js` API routes.
Reasoning: Aligns with existing project structure in `/pages/api`.
Code Agent: Drafting `POST /api/onboarding/roles`
⚠️ Low confidence.
Spec-to-Code Trace:
Spec: "Detect User Roles"
→ Task: User Onboarding Flow
→ Decision: No conflicting endpoints
→ Code: POST /api/onboarding/roles
Orchestrator: Blocked on ambiguous logic.
Previously clarified to use **In-App Behavior** for CTA logic (June 21).
Orchestrator: Applying learned logic to unblock tasks.
Planandbuildinthesameplace.PMsdefinespecswhiledevelopersseecodegenerateinreal-time.Oneunifiedbrainorchestrateseverything.
Everyinteractionimprovesthesystem.Codeadaptstochangingspecs,learnsfromfeedback,andevolveswithyourarchitecture—creatinganunstoppabledataflywheel.
Active Feedback Loops
Data Flywheel Status
PMs write specs while developers see code generate in real-time. Everyone works in the same place, with the same context, creating an unstoppable feedback loop.
Write specs that instantly become code
See code generate as specs evolve
All changes instantly reflected everywhere
Every interaction improves the system
Everyone sees the same truth
Each cycle makes the next better
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Understands your codebase and architecture patterns
Engineers approve every PR before it ships
Run Method entirely within your infrastructure