AI Tooling Ecosystem & Open Models
The AI tooling layer — LangChain vs LlamaIndex vs building from scratch, vector database benchmarks, open-source model deployment with Ollama and vLLM, local LLM tradeoffs, the embedding model landscape, AI code generation tools evaluated honestly, and where the AI engineering ecosystem is heading. Includes real cost comparisons between hosted and self-hosted approaches.
