TraceAid AI
Engine ready

API incident intelligence

From failed request
to working fix.

Paste the evidence from a broken API call. TraceAid isolates the likely cause, explains why, and generates repair templates for you to review.

Diagnose an incident
6
failure classes
<2s
local analysis
3
code artifacts

Diagnostic workbench

Reconstruct the failure

Everything stays in this session. Secrets are redacted before analysis.

01

Request evidence

Describe the call that failed.

JSON object
headers.jsonvalid
JSON · optional
body.jsonvalid
Add observed responseStatus, response body, or runtime error improves accuracy. Optional
ms
JSON object
response.headers
JSON or text
response.body

Authorization values are masked in reports.

02

Diagnosis

Evidence, cause, and repair plan.

Awaiting trace

Your diagnosis will appear here

Add a failed request or load the demo incident to see TraceAid isolate the root cause.

Incident library

Explore common failure patterns

Load a sanitized case, inspect its evidence, and see how TraceAid reasons.

Explainable by design

No black-box
guesswork.

Every diagnosis connects the observed signal to an actionable repair. Use deterministic rules locally or opt into AI-assisted reasoning.

  1. 01

    Normalize

    Parse the request, response, and runtime context into a safe incident trace.

  2. 02

    Correlate

    Match status codes, headers, payloads, and errors against known failure signatures.

  3. 03

    Repair

    Return evidence-backed fixes, corrected requests, Python code, and a regression test.