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source code stays put

Bring your own agent

Your agents. Our queue.

Parsemend triages errors into a fix queue and exposes it over an API and webhooks. Your own agents, running on your own servers, claim a fix run, do the work, and post the result back. Parsemend never calls a model and never sees your source. You pay for the framework, not for inference.

The four questions

Where the run executes
Your infrastructure
Who pays for tokens
You, directly to your provider
Model choice
Anything you run
Source seen by Parsemend
Never

How the data flows

Parsemend triages events into a fix queue. Your agent claims a run, reads your source where it already lives, calls whatever model you point it at, and posts the patch back.

Your infrastructure
source codeyour agentfix run
Parsemend
error eventsfix queue
Model provider
model call

What Parsemend contributes

  • Context bundles

    The stack trace, the in-app frames, the surrounding source, the breadcrumbs and the recent commits that touched those lines — assembled into one payload an agent can act on without crawling the repo.

  • Fix-run state machine

    Root cause, then solution, then coding, then change description. Each step is a checkpoint. A run that dies at step three resumes at step three rather than starting over.

  • Confidence gating

    Every step emits a confidence score. Below the project's threshold the run pauses and waits for a human instead of confidently shipping a wrong patch.

  • Draft PR post-back

    The patch arrives as a draft pull request against the right branch, with the root cause and the reasoning in the description. It never merges itself.

Who this is for

Teams who already run an internal coding agent and want it fed real, triaged work.

Compare all four modes or see what each tier includes.