Capabilities

What it catches.

Integrations fail in a small number of ways, over and over. Each one has a signal that gives it away early and an action that puts it right. This is the whole catalog.

Failure modes

Signal in, action out.

Nothing here needs a human to notice it first.

Auth expiry

Credentials that run out

Signal: an expiry horizon tracked per token and key, plus the first 401 or 403 on a call that worked an hour ago.

Action: the refresh handshake runs ahead of the deadline where the provider supports it. Writes queue in order during the handshake and go through afterwards. If the credential genuinely needs a human, the ask arrives before anything is lost.

Schema drift

Fields that quietly change

Signal: today's schema fingerprint no longer matches yesterday's — a rename, a re-type, a field that moved a level deeper.

Action: the agent maps the changed field back to what your systems expect using the fingerprint history, then replays anything that arrived mid-change. A genuinely new field is surfaced for a decision rather than guessed at.

Rate ceilings

Being told to slow down

Signal: 429s, shrinking quota headers, or latency climbing against the baseline for that hour of the week.

Action: the agent backs off and finds another path — the urgent lane fails over to a second endpoint where one exists, everything else waits its turn with ordering intact and drains as capacity returns.

Silent data gaps

The failure with no error

Signal: expected cadence versus actual. The endpoint answered, the payload never landed, and nothing anywhere logged a problem.

Action: missing deliveries are replayed from the buffer oldest first and confirmed downstream one by one, so the gap closes in the right order rather than all at once.

Upstream outages

Something else went down

Signal: repeated timeouts or 5xx across a whole endpoint rather than a single call, correlated across the flows that touch it.

Action: the queue is held in order instead of being retried into the ground, urgent work fails over where a second path exists, and the backlog drains the moment the endpoint answers again.

Poison records

One bad row, one bad batch

Signal: a payload that fails validation or repeatedly fails the same destination while its neighbours succeed.

Action: the record is quarantined with the reason attached and the batch continues. Nothing corrupt is written into a destination to be cleaned up by hand three weeks later.

A week, replayed

Watch a week of drift and repair.

Ten integrations, seven days. Distance from the centre is health. Scrub the week and watch spokes sag as drift accumulates, then snap back when the agent heals them. Every heal drops a marker — open one for its plain-English report.

Health radar · sample week Illustrative data
0
Heals so far
Average health
0
Records lost
Nothing to report

Every connection is answering inside its baseline. Watching costs nothing, so the agent just keeps watching.

The dashed ice-blue outline is the baseline each connection is held to.

What it will never do without asking →

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