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AI-assisted delivery

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Chengwu Tech Stack
Chengwu Tech Stack
Aug 18, 2026 · R&D Management

Why ForgeX Stopped an AI Delivery Mid-Process — And What It Proves

The article details ForgeX's integration of a real project (Bracelet) which halted at 'action_required' due to incomplete Knowledge/Skill/MCP, demonstrating the platform's safe-stop design; separately, an end-to-end verification in PostgreSQL with a simulated requirement proved the full pipeline works when conditions are met, emphasizing that a releasable candidate is not a production release.

AI-assisted deliveryAgent OrchestrationForgeX
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Why ForgeX Stopped an AI Delivery Mid-Process — And What It Proves