Product Lifecycle
01
IDEATION
Humans + agents talk. Requirements emerge.
▼
02
PROTOTYPE
Barometer fires. App materialises live.
▼
03
FEEDBACK
Iteration loop. Voice → diff → re-render.
▼
04
UAT
UAT Agent validates. Staging confirmed.
▼
05
DEPLOY
Dev Agent ships. Prod Agent watches.
▼
06
EVOLVE
Evergreen session. Lifetime of the product.
LAYER 0
PARTICIPANTS — Humans with roles
▼ · · · · · · Voice · Screen Share · Session Link · · · · · · ▼
LAYER 1
SESSION ENGINE — Real-time Infrastructure
DEV B
M1DEV B
Session Engine
LiveKit · WebRTC
M10DEV B
Voice Models
Deepgram · Cartesia
M2DEV B
Input Processor
Pipecat · Fusion
M3DEV B
Speaker Diarizer
pyannote · AssemblyAI
▼ · · · · · · Structured Context Stream (speaker-attributed, role-mapped) · · · · · · ▼
★ LAYER 2 · CORE IP
AGENTIC ORCHESTRATION ENGINE
DEV A · PRIMARY MISSION
M4DEV A
Context Router · Turn-Taking · Agent Dispatcher · Phase Manager
BLEEDING EDGE · LangGraph · Custom IP
M5DEV A
Phase Barometer
Readiness Scoring
▼ · · · · · · Agent Instructions · Persona Routing · Probing Questions · · · · · · ▼
LAYER 3
AI AGENT PERSONAS — Product & Environment
DEV A
M6DEV A
Product Personas
PM Agent
UX Agent
UI Agent
Tech Agent
M7DEV A
Environment Personas
Dev Agent
UAT Agent
Prod Agent
▼ · · · · · · API Calls · Model Prompts · Generated Artifacts · · · · · · ▼
LAYER 4
FRONTIER MODELS + PROTOTYPE ENGINE — Leased Intelligence
M8DEV A
Code Gen Engine
Claude Opus 4.7
M9DEV A
UI/UX Gen Engine
v0 · Lovable
M11DEV B
Prototype Renderer
Stagehand · Browserbase
▼ · · · · · · Read / Write · Events · Snapshots · · · · · · ▼
LAYER 5
DATA FOUNDATION — Product Development Data Model
DEV B · START HERE
M12DEV B
Product Data Model
Supabase · Postgres
M13DEV B
Timeline Manager
EventStoreDB
M14DEV B
IAM & Sessions
Clerk · WorkOS
M15DEV B
Analytics & Obs.
PostHog · Langfuse
Solution Progression
M0Crawl
Manual Proof of Concept
Weeks 1–4
No custom code
Google Meet + transcript → Claude API → static prototype URL. Validates the concept.
M1Walk
Live Listener Plugin
Months 1–2
M10
M14
M15
M8
M9
M12
Meet plugin listens live → auto-triggers prototype pipeline → calendar invite sent with prototype link.
M2Walk+
Session + Live Prototype
Months 2–4
M1
M2
M4
M5
M11
M13
Assembly session interface. Voice → barometer → prototype renders live in session. Timeline active.
M3Run
Multi-Agent Assembly
Months 4–6
M3
M6
PM + UX + UI + Tech agents join live. Diarized speakers. Probing questions. VC beta demos.
M4Fly
Full Lifecycle
Months 6–9
M7
Dev/UAT/Prod agents active. Real deployments. Production metrics via Prod Agent. Evergreen session = product home.