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guides

Running AI agents in production, written down.

Sixteen guides, grouped by what you came for: how to install it, where to start, how the stack is secured, the practice of running agents, and what changed in October. Each service has its own guide too, listed beside its room on the Stack page.

Install

Start here

Security

The practice

the umbrella

AI agent governance, and what it means at runtime

Governance is the set of controls that decide what an agent may do while it is doing it. Every question a fleet has to answer at runtime with the tool that owns it, the five decisions every governed team ends up making, and the order to adopt them in.

observability vs controlshadow modefail-open or fail-closedthe run as the unithuman in the loopevidence
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the money

FinOps for AI: managing spend that creates itself

Cloud FinOps assumes somebody provisioned the thing. Agent spend appears when an agent decides to try again. What breaks, what to instrument first, and how to report it in a format finance already reads.

LLM cost controlper-run budgetsreserve then settlecache and routerFOCUS exportcost per resolved case
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the record and the control

The record and the control are different jobs

One explains what happened, the other decides what may happen. The same incident seen by each, why the control alone is opaque, and the single integration decision that makes them meet: one run id.

record vs controlwhat to ask of a controlOTLPjoining on the run id
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the controls

What the stack refuses before a call, and how to check it

Twelve controls that answer before a call: what each one does, what it does not do yet, and how to check it, one at a time.

a budget per runenforcement in the pathwhat to verifylimits, stated
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the second site

Two sites, one control plane, no VPN

A hub that holds the control plane and the policy, and a gateway at every site that reaches it over outbound HTTPS through one narrow door. One script on the hub, one command per site, four variables at the site, and what the runs showed.

no VPN, no inbound porta key that names the siteone policy everywherea cut linkthe heartbeat
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the walk-through

One incident, end to end: a runaway agent through every plane

One ordinary failure, an agent stuck in a retry loop, followed from its first over-budget call to the evidence an auditor reads months later. Eight steps, the event each one writes, and what only becomes visible in that order.

402 in the request pathallow, deny, holdwhy three weak signals joinone link, never a buttoncompleteness proofs
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What changed

and then the tools

Every control in the guides has an open implementation.

Every control the guides describe has an Apache-2.0 service behind it, and they run on infrastructure you own. Walk the stack, or start the live services locally in one command and watch the money plane light up. Unfamiliar term? The glossary defines the vocabulary these guides use.