Cloudflare on Ensuring Dashboard Agent Quality with Evals
threepointone · x · 2026-08-08
Cloudflare's dashboard agent spans its entire developer platform, from deploying Workers to debugging production instances. To maintain performance and reliability across this massive surface area, the team employs Braintrust.
Their engineering practices include using LLM-as-a-judge scorers to measure conversation resolution, gating every skill and prompt change with evals in CI/CD pipelines, and benchmarking sub-agents against models of varying capacities before making a selection.
More from coding & agent
- Partmode: Open-Source Browser-Based CAD Built Specifically for AI Agents — burhop · 2026-08-08
- Black Hat Talk: Kinetic Prompt Injection with Physical Blast Radius — Cubewood · 2026-08-08
- Build a Music Chord Extraction Tool with a Single Prompt — johnowhitaker · 2026-08-08
- Roomform: An Open-Source Point Cloud Alternative to RoomPlan — elliottszwu · 2026-08-08
- Opus 5 Survival Guide: Lower Effort and Avoid Billing Traps — ClaudeAI-mod-bot · 2026-08-08
- Open-Source Agent Turns Room Scans into Interactable 3D Scenes — elliottszwu · 2026-08-08