Practitioner toolkit — templates, worked examples, and step-by-step guides for adopting LC-OS in your AI workflows.
AI-powered restaurant ordering system with structured LLM orchestration and deterministic cart execution.
3-tier persistent memory for AI agents. Hot Redis cache → warm semantic vector search → cold SQLite. Automatically promotes frequently accessed memories and demotes stale ones. Works with or without Redis and embeddings.
Deterministic LLM control-plane runtime. Governance-first architecture with bounded execution, hard audit limits, and an architectural invariant test suite.
End-to-end AI deployment decision system combining real model benchmarking, system-level optimization, and infrastructure-aware trade-off analysis (latency, cost, energy, carbon).
A FastAPI service implementing token-gated LLM execution using LangGraph. This system enforces predictable cost envelopes across planning, retrieval, generation, and quality assessment phases.
Measuring which LLM tier (foundation / instruction-tuned / SLM) you actually need for Florida Building Code lookups — with and without RAG grounding. Reproducible benchmark harness + citation-hallucination analysis. Built as a hands-on tutorial series on modern AI system design.
Sanitized black-box production case covering AI-assisted TradeOps, algorithmic trading systems, MCP integration boundaries and platform reliability.
Explainable GenAI career intelligence for vacancy matching, capability mapping and career direction discovery.
AI-assisted creative production pipeline with a 12-step, human-gated React dashboard, persistent memory, viability scoring, and natural-language creative direction.
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