AI & Agents

Debugging Agent for Developers

Last updated 2026-06-08 · benchmark measured 2026-06-10 — deterministic & reproducible

Multiplayer connects coding agents to production systems to fix application bugs automatically.

Is Debugging Agent for Developers production-ready?

Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Debugging Agent for Developers (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Standards; its weakest is Security. The per-frame breakdown is public on the Legit.Show listing; the single overall production-readiness score is reserved for the verified maker.

The 7 Frames

• Performance — 65/100
• Accessibility — 86/100
• Security — 25/100
• Privacy — 75/100
• Reliability — 75/100
• Standards — 97/100
• Discoverability — 85/100

What we measured

• No Content-Security-Policy and no HSTS.
• Served over HTTPS with a valid certificate.
• Real Lighthouse performance run — 81 ms to first byte.
• 3 of 3 sampled routes reachable.
• Has a reachable privacy policy.
• Sets cookies / loads scripts with no consent prompt.
• Discoverable: sitemap, OpenGraph image, canonical URL.

Who it's for

Software developers · Engineering teams · Startups and enterprises · DevOps teams · Backend developers

Pricing

Free tier available; contact for enterprise pricing

Visit Debugging Agent for Developers → · How this was measured →