Continuous bug fixing for small teams
Set up an ongoing production-to-review workflow with monitoring, code investigation, proposed fixes, and usage controls.
How can a small team find and fix bugs continuously?
Use Prilog to connect ongoing production evidence to source-code investigation and proposed fixes. Add tests and engineering review so an automatically generated patch becomes a change your team can assess. You can begin with a log file or a GitHub issue before adding continuous monitoring.
Start without an existing monitoring stack
Connect your repository and add free Prilog monitoring in service setup. Use the Node.js, browser and React, Go, or Python guide for the actual runtime. The Python SDK is currently distributed as an archive while PyPI approval is pending.
For an AI-built web application, capture browser exceptions and backend failures. Give the browser and backend different service names, and preserve request context between them. An error tracker cannot observe incorrect business behavior unless your application supplies a useful signal or reproduction.
Keep the tools you already have
If your team already collects OpenTelemetry logs and traces, follow OpenTelemetry to pull request. You can also connect an existing observability provider through Prilog's service setup.
For an occasional failure, upload a selected log file with prilog ingest. For an open public issue in a connected upstream fork, use the GitHub issue workflow.
Choose where human review happens
Start with review before publication, or configure automatic PR creation so engineers review in the repository. Automation settings explain the distinction. Repository CI, approval rules, merging, and deployment remain part of your engineering process.
Check the failing behavior, proposed change, tests actually run, and any remaining uncertainty. Add a regression test where practical and verify the affected user journey after deployment.
Budget for a small team
As of October 25, 2026, Prilog lists $8 per publishable fix, the first three publishable fixes free, free codebase analysis, and free OpenTelemetry monitoring. The current offer has no subscription bundle. Use a monthly fix limit to control usage. See current pricing for the offer and what is included; a publishable fix is not a promise that maintainers will merge it.
What should we measure?
Measure how many proposed fixes the team accepts, reviewer minutes, extra engineering changes, cost, and whether the issue recurs. Use public merged examples to inspect the type of result and the benchmark methodology to understand the separate reported evaluation.
Open Prilog to connect one service, or compare Prilog with a manually operated coding agent.