~/talk

Keynote: Boring Wins in AI Agents πŸ”₯ Hard-Earned Lessons

Talkat AI Agents Conference 2026 Β· 2026-04-26..04-30Β· [ai-assisted-development]
slides:none on file

Agents are plain software: LLMs are prediction machines, tools are JSON contracts, and context is the only memory that matters β€” tokens cost money so summarize and compact aggressively. Follow microservices practices: single responsibility, versioning, CI/CD, deploy binaries or containers, and avoid single points of failure (example: Azure East US 2 outage broke models). Don’t adopt every protocol or chase GPT‑5.5 day‑one; start with REST and measure token costs and degradation.

AI-written summary Β· about

  1. 0:00AI agent foundations
  2. 3:11Microservices for agent design
  3. 8:28Avoid shiny object syndrome
  4. 15:31No need for MCP or complex protocols
  5. 21:57Context engineering for costs
  6. 26:38Learn-it-all mindset
  7. 29:05Summary
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