Simplify Kubernetes Operations with
01Cloud Agents
01Cloud Agents detect, diagnose, and resolve infrastructure issues before they reach your users with the precision of specialized AI and the safety of human-grade oversight.
The Right Agent for Every Situation
01Cloud Agents bring specialized intelligence to every layer of your Kubernetes environment. Each agent is purpose-built for a specific problem domain, so when something needs attention, the response is precise, informed, and immediate. No generalist tools. No guesswork.
From a single misconfigured pod to a cluster-wide scheduling issue, 01Cloud Agents know exactly what to look for and how to act, all without pulling your team away from higher-value work.
Everything Your Operations Team Needs in One Platform
Continuous Cluster Intelligence
01Cloud Agents continuously scan every layer of your cluster - nodes, pods, deployments, services, ingress, and RBAC, surfacing anomalies the moment they appear, not after they escalate.
Automated Issue Resolution
Common Kubernetes failure patterns are detected and remediated automatically. From image pull failures to OOM events, agents handle the resolution cycle end-to-end without manual intervention.
Safe Execution by Design
Every automated action goes through pre-execution validation, dry-run testing, and post-apply state comparison. If something doesn't match expectations, the rollback is immediate and automatic.
Full Decision Auditability
Every action taken by 01Cloud Agents is logged with complete context - what was detected, what was evaluated, and what was done. Exportable in JSON or CSV, queryable via API.
Proactive Trend Monitoring
01Cloud Agents don't just react, they analyze resource trends, configuration drift, and scheduling patterns to surface issues while there's still time to act on them comfortably.
Seamless Escalation to Human Teams
When a situation genuinely requires human judgment, agents escalate with full context already packaged - what happened, what was tried, and what needs a decision, so your team can act immediately.
Your Engineers Focused on What Matters Most
With 01Cloud Agents handling the operational heavy lifting, your engineering team gets to do their best work. Incidents that once consumed hours of investigation are resolved automatically, with full context captured and no manual follow-up required.
The on-call burden shrinks. The repetitive alert triage disappears. And the engineers who built your product get to focus on moving it forward, not maintaining it at 2am.
Automation You Can Actually Trust
01Cloud Agents don't just act fast, they act right. Every remediation is evaluated, validated, and confirmed before it's finalized. State snapshots are taken before any change. Dry-runs are executed first. Post-apply validation confirms the outcome matches expectations.
And when a situation calls for human judgment, the agent escalates with everything your team needs to make a decision quickly - not a raw alert, but a fully packaged context summary with recommended actions.
A Dedicated Agent for Every Failure Type
Rather than a single generalist tool, 01Cloud deploys a suite of specialized agents which trained on the patterns, causes, and remediation paths of a specific Kubernetes failure class.
CrashLoop Agent
Investigates CrashLoopBackOff events, identifies the root cause. Whether it's a config issue, dependency failure, or resource constraint, and executes a targeted fix.
CrashLoopBackOffOOM Agent
Traces OOMKilled events to their source, evaluates memory usage trends, and recommends or applies updated resource limits to prevent recurrence.
OOMKilledImagePull Agent
Resolves ImagePullBackOff by diagnosing registry authentication, network reachability, and image availability, then executes the appropriate fix or fallback strategy.
ImagePullBackOffCreateContainerError Agent
Identifies container runtime and configuration errors that prevent pods from starting, and addresses them before they cascade into wider availability issues.
CreateContainerErrorFailedScheduling Agent
Diagnoses pod scheduling failures caused by node affinity conflicts, resource shortfalls, or taint mismatches, and surfaces the right resolution path.
FailedSchedulingNonZeroExitCode Agent
Traces non-zero exit codes back to their origin — whether it's an application error, a missing dependency, or a misconfiguration — and provides a clear path to resolution.
Exit Code AnalysisBuilt for Teams That Can't Afford Gaps in Visibility
Every action, every decision, every escalation — fully logged and ready for review. 01Cloud Agents give operations and compliance teams a clear, continuous record of cluster activity without adding anything to their workload.
Decision history is queryable via API, exportable in JSON or CSV, and structured for postmortem review. When something needs to be explained — internally or externally — the answer is already there.
From Reactive to Proactive, Across Your Entire Cluster
01Cloud Agents are built to meet the operational demands of production environments — with measurable outcomes your team can rely on.
Up and Running in Minutes. Reliable for the Long Term.
Deploy the Agent
Install 01Cloud Agents into your Kubernetes cluster via Helm or operator. Lightweight, non-intrusive, and ready to connect to your existing observability stack within minutes.
Continuous Monitoring Begins
The Main Orchestrator starts scanning all cluster components in real time — nodes, pods, deployments, services, and configurations — building a living picture of your environment's health.
Issues Are Detected and Classified
When an anomaly is detected, it's immediately routed to the appropriate specialized agent. Each agent brings deep, domain-specific knowledge to the diagnosis — not a generic ruleset.
The 9-Parameter Engine Evaluates the Path Forward
Before any action is taken, the escalation engine evaluates confidence, severity, blast radius, retry history, and more. The result: a clear, justified decision to auto-remediate or escalate.
Remediation Is Applied Safely
Approved actions are executed with a pre-apply state snapshot, dry-run validation, and post-apply confirmation. Automatic rollback is available at every step. Every action is logged.
Ready to See 01Cloud Agents in Action?
Talk to our team and find out how 01Cloud Agents can fit into your existing Kubernetes operations.
