~/talk

Choose your own adventure in agentic design patterns

Talkat JNation 2026 · 2026-05-26..05-27· [large-language-models]
slides:none on file

Shows concrete patterns and runnable examples: a Deep Research pipeline wired to the Gemini interactions API that chains topic-explorer → Deep Research agent → summarizer → nano_banana images; a ComicTrip app using ADK + Google Maps to guess photo location, run parallel POI and image-generation agents; an LM-as-judge setup that compares three cheap summaries vs one Gemini 3.1 Pro summary (example cost: $2 vs ~$0.80) and selects the winner; progressive-disclosure skills via skill.md; and a 330-line Java coding agent built with JBang.

AI-written summary · about

  1. 0:00Introduction to agentic design
  2. 7:55Deterministic agent workflows
  3. 14:26Context engineering with skills
  4. 25:25Multi-agent orchestration
  5. 30:49Evaluation patterns with LLM judge
  6. 39:25Dynamic agent planning
  7. 46:51Feedback loops and coding agents
  8. 51:37Conclusion and Q&A
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