PROCESS FLOW

Executives, the AI, and developers

Three lanes, one loop. Executives add tasks and stay optional; the AI does as much as possible; developers steer with two conditional gates and a final review. Purple means it’s your turn.

FORGE · AI + Human Dev Factorywho does what — executives, the AI, and developers · purple means “it’s your turn”EXECUTIVEAI AGENTDEVELOPERAdd task → Internalplan-confirm: before / after / neverConfirm planManaging tab · by urgencyAnswer in sub-chatpurple in exec’s listinitial analysis pulls all context:Internal projectsCodebasesDocumentationSelf-improve memoriesInitial analysisunderstand the task<75% surewhat to build?Architecture+ mockupsif necessary<75% sureon the plan?Buildin a separate envEdge-case testing+ resolve merge conflictsSelf-improve→ memory + env cleanupReady-for-input tabsorted by urgency · purple = readyAnswerclarificationsReview planFinal review& testingcan redesign anythingShipafter sign-offopens a new chat in the assigned developer’s accountyesyesapprovelessons compound into the next tasknono / approvaldev approves firstthen exec confirmsask an executive anytimeany requested change loops back through this gate1Purple = your turn2Gates fire only at <75%3Executive optional4Review can redesignExecutiveAI agentDeveloperProcess stepGate (<75%)Context / artifactFlowPurple = your turn
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1PURPLE = YOUR TURN

A chat turns purple the moment it needs you. Developers work a Ready-for-input tab; executives a Managing tab — both sorted by urgency, newest-ready on top, so you just clear the highest-priority purple items first.

2TWO CONDITIONAL GATES

Clarification fires only when the AI is <75% sure what to build; plan review only when it’s <75% sure of the architecture, mockups & planor whenever the executive wants approval, which sends the plan to the developer even at ≥75%. Otherwise confident work flows straight through.

3DEVELOPER APPROVES BEFORE THE EXECUTIVE

Per task the executive picks confirm before, after, or never. If they want approval, the developer approves the plan first — regardless of the AI’s confidence — and only then is it sent to the executive (in their Managing tab). Anyone can also pull an exec into a sub-chat with a question — purple in their list, then purple back for the asker.

4FINAL REVIEW CAN REDESIGN

The developer can rework or redesign anything; every requested change loops back through this gate before it ships — even if the AI was confident.

WHAT THE AI HANDLES END-TO-END

Initial analysis & context pullClarification questionsArchitecture designMockup ideasSeparate environment creationImplementationEdge-case testingMerge-conflict resolutionSelf-improvement after shippingEnvironment cleanup