~/talk

Agents need more than a chat

Talkat AI Engineer Europe 2026 · 2026-04-08..04-10· [ai-assisted-development]
slides:none on file

Claims that agents need structured, persistent interfaces beyond chat and shows what that looks like: a legal vertical product (Legora) with >1,000 customers and >50 markets, a new UI and tabular review that flags issues, decision log to record agent choices, skills that encode judgment, guardrails (file and site limits), test-driven/browser-backed tasks to make subtasks verifiable, and a recent shipped UI. Demonstrations focus on reducing review overhead and increasing control and trust rather than vague examples.

AI-written summary · about

  1. 0:00Introduction
  2. 1:52Vertical AI and complex agents
  3. 3:15Verifier's rule and task verification
  4. 5:20Control and trust in collaboration
  5. 7:48Guardrails and limitations
  6. 8:49Planning versus skills
  7. 10:51Elicitation and decision logging
  8. 11:56High-bandwidth artifacts
  9. 13:21Why chat is insufficient
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