Tablif Town/Prodfix AI/Ways people solve it
Ways people solve it

Alternative ways to monitor and fix production errors

AI coding assistants can inspect local source code but cannot observe bugs occurring for real users in production.

1 min readWritten from prodfixai.com✓ Approved by the founder · 16 Oct 2026
The short answer

ProdFix AI integrates directly with AI coding assistants via the Model Context Protocol to bridge this visibility gap. It captures real-time runtime errors, user experience metrics, and security data from live deployments. By feeding production context straight into the editor, it helps solo developers diagnose and fix issues without opening separate monitoring dashboards.

On this page
  1. The ways people do it today
  2. Where Prodfix AI fits
  3. Questions

01The ways people do it today

WayHowTrade-off
Traditional error tracking dashboardsEngineers monitor dedicated external dashboards and trace logs to identify application crashes.Requires manual context-switching between monitoring tabs and the code editor to diagnose issues.
Manual user reports and public tweetsDevelopers wait for customers to submit support tickets or post about broken application features publicly.Leaves developers unaware of critical application failures for hours or days.

02Where Prodfix AI fits

ProdFix AI integrates directly with AI coding assistants via the Model Context Protocol to bridge this visibility gap. It captures real-time runtime errors, user experience metrics, and security data from live deployments. By feeding production context straight into the editor, it helps solo developers diagnose and fix issues without opening separate monitoring dashboards.

03Questions

How far back can I view event history on the Pro plan?

The Pro plan retains event data for up to 90 days.

Source: prodfixai.com
What security risks does ProdFix check during code deployments?

It checks runtime deploys for leaked secrets, Content Security Policy issues, and vulnerable dependencies.

Source: prodfixai.com
How does the performance monitoring module detect site regressions?

It monitors Core Web Vitals across real user visits and alerts you if a deploy decreases speed.

Source: prodfixai.com
How long is event data retained on the Free plan?

Data captured on the Free plan is retained for 14 days.

Source: prodfixai.com
Can I use ProdFix with the Zed editor?

Yes. ProdFix connects to Zed via its MCP server.

Source: prodfixai.com
Can I test the security scanner without creating an account?

Yes. You can run the free security scan without registering for an account.

Source: prodfixai.com

Delivers production bug, UX, security, and performance data directly into AI editors for solo founders.