LLM Application Development

Build, review, and architect applications that use AI models - from single-API calls to multi-agent systems with RAG pipelines. The goal is production-grade AI apps that are reliable, cost-effective, and don't hallucinate their way into an incident.

Target versions: September 2026 snapshot. Read references/target-versions.md before pinning model IDs (Claude/OpenAI families), SDKs, runtimes, vector stores, or evaluation tools.

When to use