~/talk

Opening Keynote: AI & Platform Teams

Talkat IaCConf 2025 · on Thursday, 2025-05-15· [ai-assisted-development]
slides:none on file

Platform teams assemble an AI stack: model proxies that unify SaaS and self‑hosted models, vector database indexing for document search, and RAG-as-a-service connecting CMS and databases. Teams build sandboxes (serverless/long‑running containers) for agents, a separate evaluations service for non‑deterministic tests, and observability with prompt tracing to log model, prompt, input and output. Examples: langchain and llama_index power prototypes; Dry Run Security is cited for AI‑backed code review; the conference notes over 2,700 registrants from 66 countries.

AI-written summary · about

  1. 0:00Conference opening
  2. 5:03AI and platform teams
  3. 13:09New AI platform mindset
  4. 21:37Governance for AI platforms
  5. 26:15Q&A on AI adoption
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