~/talk

Human in the Loop: Governing API Evolution in the Age of Agents

Talkat apidays India 2026 · 2026-08-19..08-20· [graphql, ai-assisted-development]
slides:none on file

Claims a proposal-based governance flow that keeps humans in the loop while agents move fast: agents propose schema changes, create branches, and the system routes each proposal to the right ownership at type/field level, runs deterministic federation checks (the demo uses WonderGraph Hub and a fision engine), shows blast radius via impact analysis against real traffic, and requires explicit approval or rejection; works with hundreds of subgraphs (customers report >250), supports override directives but blocks unsafe federation, and ships only after gated reviews.

AI-written summary · about

  1. 0:00Human in the loop API governance
  2. 2:35Agents in API evolution
  3. 4:22Federation complexity issues
  4. 8:35Communication overload in APIs
  5. 10:42Ideal schema evolution workflow
  6. 12:05Current schema review flaws
  7. 14:10Layered API governance solution
  8. 18:25Live demo of governance
  9. 25:02Q&A
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