70+
Videos Shipped Autonomously
90%
Cost Reduction vs. Cloud APIs
3d → 3h
Development Cycle Reduction
60%+
Efficiency Gains in Compliance
Claude Coding Team

Claude Autonomous Coding Team

Challenge: Drift-prone AI assistants leading to unreliable code and extended cycles

Solution: Single-script squad with OpenSpec enforcement, drift detection (<2s on schema misses), PR-Agent reviews, and human-in-the-loop gates. Zero-cloud, runs on local hardware.

Impact: 3-day tasks → 3 hours; senior-level quality without external dependencies. Deployable in any folder: Build Info.

Claude APIAgentic WorkflowsOpenSpecPR-Agent

Local API Calls Pipeline

Challenge: API costs and dependencies limiting scalability for home-server production

Solution: Home-server rebuild calling local APIs for end-to-end video production (n8n → ComfyUI → Remotion → Chatterbox-TTS → Postiz). 85% on-prem, GPU-optimized.

Impact: $500+/month saved; full sovereignty for sensitive workflows. In production: Local Build.

Home ServerLocal APIsRTX 3090Docker

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