Deep Dives

Pipeline Step Analysis Every pipeline step: what it does, how it works, performance.

Provider Architecture How LLM providers are abstracted as tools. Routing, fallback.

Model Strategy Specialized models, finetuning, local vs. cloud trade-offs.

Local LLM Support Ollama, vLLM, LM Studio: what works, benchmarks.

Enterprise Readiness Gap analysis: SSO, RBAC, multi-tenancy, HA, compliance.

Security Roadmap Fuzzing, red team, pen testing, formal verification.