LogForge

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Build logging and debugging into your development workflow. LogForge helps you understand why a button fails, where a request breaks, and whether a fix actually works. Add tagged LogForge.out diagnostics across JavaScript, TypeScript and Python. Follow one feature across the browser, backend and database without enabling every debug message. Read .logforge reports with named checks, failures, unreached outputs and source snippets. Inspect logs, metrics, inventory and alerts from your connected LogForge instances. In Codex desktop, set up local Docker telemetry, deploy agents to authorized remote Linux hosts, instrument a project and run its checks. In web clients, inspect connected data and receive setup guidance. Local diagnostic commands work without Docker or an existing appliance. Hosted reads require sign-in and an outbound relay; sharing project reports is explicit. Existing permissions remain in force. Aggregate plugin usage reporting is on by default, with a persistent off switch. Usage reports exclude prompts, source code and log contents.