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Documentation Index

Fetch the complete documentation index at: https://jam.dev/docs/llms.txt

Use this file to discover all available pages before exploring further.

Jam captures AI app logs automatically so engineers pinpoint issues fast.

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Custom logs

Use custom logs to log parameters such as temperature, max token length, context window size, or any custom settings you need. How it helps. Spot configuration changes like temperature shifts or new system prompts that cause unexpected behavior. Every bug report includes version numbers, system prompts, and configuration settings.

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Instant Replay

Use Instant Replay to catch unpredictable bugs when a model returns incorrect responses or hallucinations. How it helps:
  • Context drift. AI apps lose track of earlier context, producing inconsistent or irrelevant outputs. Use Instant Replay to show engineers where the conversation drifted.
  • Error and exception details. AI bots sometimes fail silently or return a generic error. With Instant Replay you capture the bug the moment it happens. No reproduction required.
Bonus: with Jam AI you get automatic repro steps, and engineers always get a useful ticket.

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DevTools

Engineers see full stack traces and console logs in DevTools to spot issues in your AI app. How it helps. Output variability and latency. When an AI app returns inconsistent responses, console and network logs reveal unexpected API responses or token limits.

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Backend logs

Capture server-side errors with the Sentry integration so engineers can diagnose rate limits and misconfigured API endpoints. How it helps. Backend diagnostics. When your AI backend fails (HTTP 503 errors, LLM API timeouts), errors log automatically and attach to the bug report.

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Screen recording

Use video screen recording to capture the intermediate steps the AI takes while reasoning. How it helps. Chain-of-thought debugging. When answers are incorrect or incomplete, capture the reasoning state so engineers can review the steps the model took. If we can help you configure Jam for your AI app, DM us on X or reach out to our team.