An AI agent thatJoin the waitlist

Design partners only

An AI agent that turns repeats into GitHub issues

Recurring alerts become grouped source clips, likely owners, root-cause windows, and suggested fixes before they disappear in Slack.

No public pricing yet.

an-ai-agent-that.megaloop.app

It waits for the repeat.

One alert is noise. Three related signals become an assignment-ready issue draft.

Slackcheckout-api repeats
Sentrytimeout class seen
Datadoglatency p95 climbs
PagerDutysame service wakes

Recurrence threshold

3 / 3

One issue opens after the repeat is real.

GitHub issue draft

Checkout timeout repeats after deploy window

Likely owner
Payments platform
Root-cause window
09:40 to 10:25 UTC
Source clips
8 grouped

The draft carries the evidence a manager needs.

The issue packet shows why it exists, who should own it, when it likely started, and what to try next.

Abstract evidence slips arranged into one amber assignment card

Triggers after recurrence

No ticket for every alert. An AI agent that waits until the same class of failure repeats.

Groups the source material

Related logs, errors, and messages are bundled into one issue draft your team can inspect.

Names the likely owner

Ownership cues from past work and affected services help route the issue before handoff.

Suggests the next fix

Each draft includes a suspected root-cause window and practical next steps, ready to edit.

Less Slack archaeology. More assigned work.

The page shifts the mental model from digging through message threads to assigning a scoped GitHub issue.

Slack archaeology

checkout is noisy again

#incidents, 09:44

Backlog after compression

Fix recurring checkout timeout after retry fanout

Source clips are grouped, ownership is suggested, and the root-cause window is ready for review.

Draft
Payments platform
8 source clips
3 next fixes

A serious pilot, not public pricing.

Early teams join through the waitlist. Keep it only if the drafted issues save packaging time and get assigned.

0%

Drafts opened and assigned within 7 days

<0 min

Target median human edit time

0 weekly

Pilot team asks to keep it running

Let repeated incidents become assigned work

Join the waitlist for An AI agent that and help shape the design-partner pilot.

Design-partner access only.

Small recurring-incident workflow, editable issue drafts, measured against assignment rate.

Cropped An AI agent that issue draft preview

Short answers before the pilot.

Does An AI agent that fix incidents automatically?+

No. It drafts assignment-ready GitHub issues for recurring incidents. Your team reviews and owns the fix.

Does it replace PagerDuty, Sentry, Datadog, or Slack?+

No. It watches the tools you already use and turns repeat patterns into GitHub work.

When does it open an issue?+

Only after recurrence. The goal is fewer useful issues, not a ticket for every alert.

Who is the first fit?+

Engineering managers, platform leads, and senior ICs at GitHub-native SaaS teams with 8-40 engineers.