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AUTONOMOUS AGENT

An agent that fixes the routine stuff.

It's optional. You run it inside your own cluster, and it handles common problems in the namespaces you allow, within limits you set. Anything it's unsure about, it leaves for you.

HOW IT WORKS

Install it, then let it run.

You deploy it into your cluster as its own service and turn it on. From there it watches the namespaces you allow and fixes what it can, and asks you about the rest.

Deploy it in

A guided install adds its RBAC, config, a token, and a deployment to your cluster.

It watches

Around the clock, only in the namespaces you put on its allowlist.

It fixes what it can

Crash loops, OOM kills, pending pods, bad rollouts, a node going NotReady.

It asks about the rest

Anything it won't decide on its own goes into a Needs You queue for you.

AUTONOMY

You set how much it does.

Start it in advisory mode and watch what it would do. Move it to auto once you trust it. Either way, quiet hours keep it out of your night.

Auto

Fixes what it knows how to handle without asking, within the limits you set.

Advisory

Shows what it would do and waits for you to approve before it touches anything.

Quiet hours

Holds off during the hours you pick, so nothing changes overnight unless you allow it.

GUARDRAILS

The limits it works inside.

It can act, but only inside the limits you set, and it keeps a record of everything it does so you can check its work or undo it.

Kill switch

Turn it off anytime. If it can't read its own config, it stops instead of guessing.

Rate limits

Caps on how often it acts: per resource per hour, per night, and per incident.

Spend cap

A dollar limit on what it can spend on the AI on its own.

Backs up first

It saves a resource's YAML before it changes anything, so you can put it back.

No access to Secrets

Its RBAC leaves Secrets out, so it can't read them and can't leak them.

Logged, with undo

Every action is recorded with a before and after, and an undo button next to it.

STAYING IN THE LOOP

It keeps you posted.

You don't have to open the app to know what's going on. It comes to you, and hands you the calls it shouldn't make alone.

Needs You queue

Approve or dismiss anything it flagged, in one tap.

Two-way chat

Message it over Signal or Matrix to ask what happened or approve a flagged fix.

Digests

A short cluster summary on your phone, on a schedule you set.

AUTO-FIX PRS

For fixes that belong in code.

Some problems aren't a live change, they're a fix in your repo. Turn it on per project and it opens a pull request for you to review. GitHub only.

It opens a PR

It clones your linked GitHub repo, makes a branch, and commits the change.

You review it

It comes in as a normal pull request. Nothing merges without you.

Capped

A daily limit on how many it opens, plus a list of the recent ones.

Skip the ops team.

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