NeuBird for Red Hat OpenShift
OpenShift incident root cause, governed from one platform.
NeuBird is the Agentic Operations Center for Red Hat OpenShift and Red Hat Ansible Automation Platform. It deploys inside your cluster, and when something breaks the Production Ops Agent posts the root cause in Slack in under 5 minutes, at 94% accuracy. Fixes run only through templates and merge requests your team approves.
P1 · Critical
Root cause: MR !218 moved the orders egress port from 5432 to 5433, so order-api can't reach its database.
Mitigation: launched a job template from the safe-to-run list.
ocp-restore-netpol-lkgJob #4821 successfulFix: GitLab MR !219 restores port 5432 and adds a policy test.
The problem
Production runs on OpenShift.Every laptop holds a prod key.
Most enterprises run production on Red Hat OpenShift, across their own datacenters and AWS. To keep up, engineers are bringing in AI agents, often running right on their laptops. But each of those agents holds its own credentials to production, runs up its own model spend, and answers to no central governance.
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Production runs on OpenShift
Clusters across your own datacenters, and Red Hat OpenShift Service on AWS.
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Agents run on laptops
Engineers bring in coding agents, chat assistants and homegrown ops agents to keep up.
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Every laptop holds a prod key
Each agent has its own credentials and its own path straight into production.
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Spend with no governance
Each one runs up its own model spend and answers to no central governance.
On-premises datacenter
Public cloud
rosa-prod-use1ROSA · 36 nodes
orders-dbAurora PostgreSQL
orders-backupsAmazon S3The Agentic Operations Center
One governed platform.Access once. Remember forever. Serve everyone.
NeuBird closes that gap. As the Agentic Operations Center, it gives every agent one governed platform instead of its own path into production. Telemetry is queried where it lives, with zero telemetry storage. Every investigation becomes shared memory, and every action is policy-gated and audited.
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Every agent, one platform
The Production Ops Agent, custom agents, coding agents and engineers all route through NeuBird instead of their own path into production.
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Access
Telemetry and models are queried where they live, with zero telemetry storage.
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Remember
Every investigation becomes shared memory: conclusions, evidence and approvals, never raw telemetry.
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Serve
Every action is policy-gated, from Suggest to Recommend to Act, and audited.
Production Ops AgentRuns on NeuBird
AgenticOperations Center
GitLab repositories
Supported directly
Deployed inside your cluster.You decide what NeuBird may run.
In Red Hat environments, NeuBird connects directly to OpenShift and Ansible Automation Platform. It deploys inside your own cluster, so your telemetry never leaves it. And its Red Hat Ansible Certified Collection lets you decide exactly which job templates NeuBird may run.
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Connects directly
NeuBird works with Red Hat OpenShift and Red Hat Ansible Automation Platform.
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Deployed inside your cluster
It runs in its own namespace, so your telemetry never leaves the cluster.
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A certified collection
NeuBird's Red Hat Ansible Certified Collection connects it to Ansible Automation Platform.
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You decide what it may run
Each job template is marked safe to run or held for approval.
Telemetry stays in the clusterNeuBird Red Hat Ansible Certified CollectionDefines which job templates NeuBird can runWhen something breaks
The incident lands in Slack.Root cause in under 5 minutes, at 94% accuracy.
A P1 opens in ServiceNow and lands in your team's Slack channel, where the Production Ops Agent is already investigating. It checks 15+ sources in parallel and replies in the thread with the root cause: a network policy change cut the order service off from its database.
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A P1 opens in ServiceNow
INC0048213 lands in your team's Slack channel, next to the alert and a customer report.
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Already investigating
The Production Ops Agent picks it up in the thread before anyone asks.
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15+ sources in parallel
Pods, events, NetworkPolicies, Routes, Prometheus, Loki, GitLab and change history.
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Root cause in under 5 minutes
At 94% accuracy: a network policy change cut the order service off from its database.
!218 merged into main in platform/network-policies
Two customers just reported checkout errors. Is someone on it?
Firing: OrderApiHighErrorRate on ocp-prod-east
P1 · Critical2 repliesLast reply just nowMitigate
A trusted playbook stops the bleeding.Only templates your team approved run on their own.
With the cause confirmed, NeuBird matches the finding to an Ansible job template your team has already approved as safe to run, and launches it. Ansible Automation Platform restores the last known good policy, and the errors clear.
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Stop the bleeding
With the cause confirmed, NeuBird posts a mitigation in the thread while the fix is prepared.
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Matched to an approved template
ocp-restore-netpol-lkg is on the safe-to-run list, approved by Vinod Jayaraman.
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Ansible Automation Platform runs it
Job #4821 restores the last known good NetworkPolicy, task by task.
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The errors clear
Route 503s fall from 38% to 0.2%, all 14 pods pass readiness, and Andrew Lee confirms.
Mitigation: stop the 503s while the fix is prepared.
ocp-restore-netpol-lkgConfirmed, 503s cleared on ocp-prod-east.
ALaleeFix the root cause
The fix goes through GitLab.Merged only after your engineer approves.
Mitigation buys time, but the faulty change still lives in Git. So NeuBird opens a GitLab merge request that restores the rule and adds a policy test, and it waits at an auditable approval gate until your network engineer signs off. Then the investigation is saved to memory, with zero telemetry storage, so this failure never has to be solved from scratch again.
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The fix goes through GitLab
NeuBird opens merge request !219 to restore the rule and add a policy test. The pipeline passes.
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An auditable approval gate
The merge request waits until your network engineer signs off.
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Merged after approval
Andrew Lee approves for Network Engineering, and the merge is recorded in the NeuBird audit trail.
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Saved to memory
The investigation is remembered with zero telemetry storage, so this failure is never solved from scratch again.
Platform / network-policies / Merge requests / !219NeuBirdrequested to merge fix/inc0048213-egress into main · fixes INC0048213MemoryAgentic Operations CenterEvery role
One incident,and what changes for every role.
OpenShift cluster administrators get root cause in minutes. Network engineers approve every fix before it merges. And CIOs bring agent sprawl and spend under one governed platform, with one audit trail and about 90% less token waste.
Root cause in minutes.
Under 5 minutes at 94% accuracy, and trusted playbooks that stop the bleeding.
Every fix approved.
Policy changes traced to their impact, and fixes merged only after an auditable approval gate.
Agent sprawl, governed.
Every agent's access, spend and actions in one governed platform.
FAQ
Common questions
What does NeuBird do for Red Hat OpenShift?
NeuBird is the Agentic Operations Center for Red Hat OpenShift and Red Hat Ansible Automation Platform. It gives every agent one governed platform instead of its own path into production. When something breaks, the Production Ops Agent investigates in your Slack channel, queries 15+ sources in parallel and posts the root cause in under 5 minutes, at 94% accuracy.
Does our telemetry leave the cluster?
No. NeuBird deploys inside your own OpenShift cluster and queries telemetry where it lives, with zero telemetry storage. Its memory holds conclusions, causal chains and approvals, never logs, metrics or traces.
Which Ansible job templates can NeuBird run?
Only the ones you allow. NeuBird's Red Hat Ansible Certified Collection lets you decide exactly which job templates NeuBird may run. Templates your team has approved as safe to run can launch on their own; the rest wait for approval. Every action is recorded in the audit trail.
How does NeuBird fix the root cause, not just the symptom?
After mitigation, NeuBird opens a GitLab merge request with the fix and a policy test. It waits at an auditable approval gate until your engineer signs off, and the investigation is then saved to memory so the same failure never has to be solved from scratch again.
Does this replace Prometheus, Grafana or Loki?
No. NeuBird queries them in place. Your monitoring stack, retention and dashboards stay exactly as they are, with no second ingestion pipeline.
How does NeuBird govern the AI agents engineers already use?
Coding agents, custom agents over MCP and engineers in Slack and ServiceNow reach production through one governed platform instead of holding their own credentials. Every action is policy-gated across Suggest, Recommend and Act, model spend is metered in one place, and every agentic action lands in one audit trail, with about 90% less token waste.
NeuBird for Red Hat OpenShift
Access once. Remember forever. Serve everyone.
From ungoverned agents on every laptop to one governed platform, for Red Hat OpenShift and Ansible Automation Platform.