Connected tools
FixBugs augments the stack customers already run
FixBugs is designed to sit between repository providers, issue trackers, observability systems, and model APIs. It does not replace APM or issue tracking; it turns their signals into a fix path.
Core insight
The product value comes from connecting the context sources that already exist. Alerts and issues remain in their systems of record while FixBugs prepares the debugging artifacts.
Supported integration categories
| Category | Examples | How FixBugs uses it |
|---|---|---|
| Repository providers | GitHub, GitLab | Read code context, inspect history, prepare diffs, and create review artifacts. |
| Issue trackers | GitHub Issues, GitLab Issues, Jira | Normalize bug input, preserve comments, and post triage outcomes. |
| Observability | Prometheus, logs, traces, metrics, alerts | Correlate symptoms with code paths, recent changes, and service behavior. |
| LLM APIs | Zero Data Retention model endpoints | Run model inference without provider-side training or retention. |
| Local tools | Git, terminal, test runners, workspace files | Validate hypotheses and generate reviewable diffs inside the developer workflow. |
Provider boundaries
Modulo, providers, and LLM APIs are separate entities. Modulo handles subscription management and connected-tool access. Providers remain the systems of record for repositories, issues, alerts, logs, metrics, and traces. Zero Data Retention LLM APIs are third-party model endpoints used only for inference.
That separation is important for security review because each integration has its own permissions, logs, and policy controls.
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Ready to evaluate FixBugs?
Start with the workflow surface your team already uses, then use this architecture resource for the technical review.