Lab

Small experiments for hard product questions.

Prototype / 2026

Agent Timeline Debugger

A small interface pattern for inspecting agent decisions, tool calls, retrieved context, and final output in one timeline.

Clarifies why an agent acted before trying to improve prompts.

SvelteKitEvent streamsLLM observability

Research note / 2025

Voice Latency Budget

A practical breakdown of where milliseconds disappear in browser-to-model-to-speaker loops.

A checklist for making voice AI feel responsive instead of merely functional.

Web AudioStreamingRealtime UX