Three observability sources
Datadog APM and RUM, Sentry, and Coralogix, mapped to your repositories.
AI SRE
Production errors in. Reviewed fix PRs out.
Every day the SRE Agent reads open errors from Datadog, Sentry, or Coralogix, finds the root cause in the code that is running, and opens a fix PR or escalates.
From error to merged fix, in one record
Each run is an SRE session with the same stages.
- Pick upNew and spiking errors, ranked daily
- MapSpan to repository, commit, file, and function
- Root causeLogs, parent spans, and the deployed code
- DecideFix, suppress, or escalate with questions
- Fix PRBuilt and checked in a sandbox by Fixer
Code at the deployed commit
The agent reads the commit that actually ran, not whatever is on main.
Root cause with evidence
Cites files, lines, logs, and services, and says when the scope is unknown.
Fix, suppress, or escalate
A fix only when the repo has a pattern to follow. Otherwise it escalates with questions.
A fix PR, built and checked
Fixer builds and lints the fix in a sandbox, then opens the PR.
Ranked, deduplicated, budgeted
New and spiking errors first, duplicates skipped, and a cap on open PRs.
Where your team already works
Slack messages for each PR, and tracking tickets in Fibery.
What it fixes
Any runtime error with a stack trace is in scope, from the backend or the browser. A few of the shapes the agent handles:
A transient dependency failure
Signal Checkout fails when the payment service returns 503.
Baz does Adds a retry modeled on one already in the repo.
A missing guard
Signal An empty token reaches the session validator.
Baz does Returns 401 early. We merged this one ourselves.
Not-found errors that should be handled
Signal "User not found" from a lookup callers assume succeeds.
Baz does Tells a product bug from bad data before deciding.
Timeouts and slow requests
Signal A connection timeout, or a request past its latency threshold.
Baz does Applies the timeout or guard pattern the repo uses, or escalates.
Browser errors from RUM
Signal A minified frontend exception tied to a release.
Baz does Maps the release to a commit and fixes the component.
A bug in a dependency
Signal The stack ends inside a third-party library.
Baz does Proposes a workaround in your code, or escalates.
How Baz compares with other AI SREs
Incident AI SREs race on-call to a root cause. Baz works the error backlog that never pages anyone, and its output is code.
| Resolve AI | Traversal | Datadog Bits AI SRE | Baz AI SRE | |
|---|---|---|---|---|
| Built forThe coding loop hits runtime | Live incidents and on-call | Live incidents and on-call | Incidents and alerts inside Datadog | The error backlog, before it pages anyone |
| Primary outputSRE Agent launch | Root cause, with proposed actions such as a rollback | Root cause analysis | Root cause, with code fixes in preview | A sandbox-checked fix PR, or an escalation with questions |
| Fix follows your repo's own patternsFixer | Not published | Not published | Not published | Required: no analogous pattern in the repo, no PR |
| Already-fixed errors skippedSessions | Not published | Not published | Not published | Errors with a fix PR in the last 30 days are skipped |
Competitor details are from each vendor's public pages, linked above, as of October 2026.
From error backlog to fix PRs
Errors pile up in a dashboardBaz AI SRE
Someone triages the error list when they have timeThe highest-impact new and spiking errors are ranked every day
A stack trace pasted into a chat, without the deployed codeRoot cause found in the commit that actually ran
The fix waits for whoever owns the serviceA fix PR that follows the repo's own patterns, or a clear escalation
The same error investigated twiceDuplicates and already-fixed errors are skipped
Questions teams ask first
Does the AI SRE merge anything on its own?
No. It opens PRs; your team reviews and merges.
How often does it run?
Once a day, over the previous day's open errors.
What does it need?
An observability vendor, service-to-repo mapping, and write access.
Turn your error backlog into fix PRs
Connect Datadog, Sentry, or Coralogix and see the first fix PRs on your own errors, or walk through a run with us.