Debugging

Gloria now ships two ways to investigate production issues. debugging-production-errors handles live log inspection during an active incident. investigating-production-incidents turns a longer-running incident into a durable investigation folder with redacted evidence and an INVESTIGATION.md handoff.

Which skill to use

• Use debugging-production-errors for live log inspection during an active incident.
• Use investigating-production-incidents when the work needs a folder, redacted evidence, and a written summary that survives the conversation.

The Logs settings UI

Your project’s Logs settings UI gives each project a place to manage named log connections. You can attach an AWS CloudWatch Logs connection, a Cloudflare Workers Observability connection, or both, and Gloria verifies and queries each connection independently. That keeps one project from blending results across providers and lets different services rely on different named connections when needed.

The debugging-production-errors skill

The debugging-production-errors skill gives your agent the live-debugging workflow. It keeps the investigation read only, uses the log connections already attached to the project, and falls back to Logs settings when no connection exists yet. If your project has both CloudWatch and Cloudflare Workers connections, the skill checks each one on its own and merges the results into a single incident view.

What you can see in the results

• Gloria filters on exact structured attributes, so a query only matches the attribute value you asked for.
• Gloria returns the attributes attached to each record, which gives the agent more context around the log line.
• Gloria pushes those attribute filters down when a connection supports it, which keeps the search focused earlier in the query path.
• Gloria still returns partial results when a query times out or truncates, so the investigation can continue with the evidence already found.
• Failures stay specific to each connection, so one broken source does not hide the status of the others.

Next

Read Investigating Production Incidents Skill Reference for the longer-running incident workflow.

Read Log Provider Connector Permissions for the connector scope and verification details.

Read Debugging Production Errors Skill Reference for the active-incident workflow.

Read Investigating Production Incidents Skill Reference for the handoff-ready incident workflow.

Read Log Debugging MCP Reference for the direct integration reference.

Read Skills and MCP for the workflow that connects skills to MCP.