By role
Platform engineersDesign the paths, review the draftsDevelopersAsk in a sentence, ship the same daySRE and on-callThe cause arrives with the alertHeads of platform and CTOsMake today’s problems impossible tomorrowBy company type
System integratorsForty clients, one practiceSoftware housesSaaS and on-premises, one releaseInfrastructure operatorsDatacenters, tenants, a hypervisor to leaveAGENTIKO is the reasoning plane Krateo built on top of Krateo PlatformOps, its open-source control plane. The agents build your platform, keep it running and improve it every night. They read, reason and draft. A person approves every change.
Every ticket points at something the platform cannot do yet. Pick one from this week.
Open for 4 hours and counting.
Sara approves the fix.
What the platform was missing: diagnosis and a fix that survives.
Every request takes the same path, whoever or whatever asks.
Cites the file and line it read, from the live cluster and the source.
No agent holds cluster-admin. Secrets are masked inside your cluster.
A nightly review proposes improvements to its own platform.
A requirement becomes a golden path, a portal page or a new API definition from an OpenAPI schema. AGENTIKO drafts it, previews it and opens a change request in your git.
96 s from one sentence to a portal page, previewed and ready to merge. Demo runMeasured on our GKE demo environment, live cluster, no mocks. Not a production average.
An alert comes with its cause, its evidence and an ordered fix. Ask what is declared and what is running, and get an answer that cites the file it read. Before an upgrade, it maps what could break and how to roll back.
71 s from alert to a cited root cause. 2 min 47 s to closed, after a person confirmed the fix and a 60-second clean window. Demo runMeasured on our GKE demo environment with a real fault. Not a production average.
Every night the platform reads its telemetry and the day’s incidents, and returns typed proposals. The reviewer holds no tools.
| Proposal | What it found | Confidence |
|---|---|---|
| Alert | Chart inspector unable to template a chart | High |
| Alert | Unable to resolve an API reference | High |
| Prompt | An agent searching the corpus excessively | High |
| Docs | Missing guidance on sizing | Medium |
| Prompt | Audit logs unavailable to an agent | Low |
Pull requests opened: none. It ships inert.
Real run at 02:00Output of nightly-review on a real platform, as published in Agentic Platform Operations.
Someone still has to use Terraform, Ansible, Crossplane and your clouds. Now that someone can be an agent, with a person approving.
On a hosted sandbox with a sample company loaded. No cluster or card needed.
On a hosted sandbox with a sample company loaded. No cluster or card needed.
Every client is a different estate, and the best fixes live in the heads of a few senior engineers.
Friday, 17:40
AGENTIKO does the work
Reads the new client’s estate, its clusters, Terraform state and pipelines, maps it to the practice’s blueprints and drafts the onboarding as one change request in the client’s git.
A person decides
Your lead architect reviews the plan on Monday morning and merges it. Onboarding starts the same day.
Tuesday, 03:12
AGENTIKO does the work
Diagnoses inside that client’s perimeter, under that client’s policies. Prepares the cause, the evidence and an ordered fix, and drafts the client’s morning report.
A person decides
Your on-call engineer approves from the phone. The client reads who decided, and on what evidence.
Thursday, 02:00
AGENTIKO does the work
The nightly review finds the same health-check fault in eleven other client environments and proposes the fix as a blueprint update for each of them. It ships inert.
A person decides
Your practice lead chooses which clients receive it, and when.
Your best architect’s judgment, applied to every client.
Developers wait for environments, and every regulated customer who installs on premises turns a release into a project.
Monday, 09:10
AGENTIKO does the work
A developer asks in a sentence. The agent follows the golden path the platform team approved: namespace, database, pipeline and a preview address, validated before it applies.
A person decides
The platform team approved the path once. Every order after that runs inside it, and anything outside it comes back as a proposal.
Wednesday, 11:00
AGENTIKO does the work
Drafts the install for that bank’s target, names every key it needs without reading any, and runs a server-side dry run against the bank’s own policies.
A person decides
The bank’s administrator approves in the bank’s git. The secrets stay with the bank.
Saturday, 22:05
AGENTIKO does the work
Correlates logs, metrics and the tenant’s declaration, cites the file it read and proposes the fix with its rollback.
A person decides
The developer on call approves, verifies, and goes back to Saturday night.
Product engineers spend their hours on the product.
The entities want cloud speed, the law wants the data at home, and the hypervisor renewal grows every year.
First quarter
AGENTIKO does the work
Inventories machines and their dependencies, groups them into migration waves towards Kubernetes and Proxmox, and drafts each wave as a change request with its rollback.
A person decides
Your operations lead signs each wave. Every move has a name next to it.
Any working day
AGENTIKO does the work
Drafts it from the service catalogue. Residency, quotas and network rules are enforced by the control plane before anything applies.
A person decides
The entity’s owner approves. The platform refuses whatever the rules forbid, whoever asks.
Every night, 02:00
AGENTIKO does the work
The nightly review reads queue telemetry and the day’s incidents, then proposes alerts, sizing and documentation changes. It holds no tools.
A person decides
Your capacity planner reads the proposals with the morning coffee and adopts what makes sense.
A sovereign cloud catalogue, with the record an auditor asks for.