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3 contrarian agents challenge every critical change before execution. Multi-model orchestration with Claude, Codex, and Gemini implementing generator-critic role separation.
TypeScriptMCPMulti-AgentAI Safety
AI Governance Framework
Production LLM Steering System
27,000-line technical atlas with 88 behavioral governance tokens. Validated over 500+ autonomous sessions across 3-5 day development cycles without human intervention.
Claude APIConstitutional AIPrompt Engineering
E-Commerce Platform
B2B/B2C Production System
88 Prisma models, 50 NestJS modules, 63 API controllers. BOLA protection, 5-layer pricing engine, BullMQ workers, Docker orchestration (8 containers).
NestJSPrismaPostgreSQLDockerRedis
Agricultural CV & Seed Traceability
YOLOv8 Quality Classification
Computer vision quality grading system for agricultural supply chains with lot traceability, QR-based lookups, and producer certificates.
PythonYOLOv8OpenCVReactPostgreSQL
Jarvis - Windows Vision Agent
Realtime Desktop Automation
Vision-based pointer calibration, closed-loop self-healing, autonomous app-learning via deterministic skill maps, natural language control through persistent WebSocket sessions.
ElectronOpenAI Realtime APITypeScript
EEG Signal Classification
Biomedical AI Research
Academic contribution on EEG-based mental health classification using Tangent-Secant Similarity Index framework. Neural network architectures for biomedical signal processing.