Why do 90% of AI prototypes break in production?
Vibe-coding and prompt chains create fragile spaghetti state.
ArcLab is an engineering framework and production launchpad built for developers who want to ship durable AI systems. It covers the four structural layers:
1. Graph Engineering — deep context mapping and codebase graphs
2. Loop Engineering — resilient, self-healing execution loops
3. Contract Boundaries — deterministic validation and type safety
4. Runtime Gates — automated quality and verification gates
Go from prototype to production system in 30 days.
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About this launch
ArcLab by Akshat Soni Will be launched July 17th 2029.