Manage clusters, debug workloads, and scale services - Neotask makes Kubernetes conversational with Neotask.
Inspect pod status, logs, and resource usage across namespaces without memorizing kubectl commands
Scale deployments, roll back releases, and drain nodes through natural language instructions
Diagnose CrashLoopBackOff, OOMKilled, and scheduling failures with guided root-cause analysis
What You Can Do
Inspect Cluster Health
Ask Neotask for a health summary of your cluster: which pods are not running, which nodes are under memory pressure, and whether any PersistentVolumeClaims are unbound. Neotask runs the right kubectl commands and presents results in plain English.
Debug Failing Workloads
Describe the symptom - "my api-server deployment keeps restarting" - and Neotask walks you through it: fetches recent events, tails the last 100 log lines, checks resource limits, and suggests the most likely fix based on what it finds.
Scale and Deploy
Tell Neotask to scale a deployment to a specific replica count, trigger a rollout of a new image tag, or pause a rollout while you investigate - no YAML editing required for routine operations.
Manage Resources Declaratively
Ask for a diff between what is running and what is in your manifests, apply a specific file, or annotate a resource - Neotask can both read and write Kubernetes resources when given permission.
Monitor Events and Alerts
Get a stream of Warning events from any namespace, see which scheduler decisions failed and why, or ask what happened to a specific pod over the past hour using describe and event history.
Try Asking
"What pods are not running in the production namespace?"
"Why does my payment-service deployment keep crashing?"
"Scale the worker deployment to 10 replicas"
"Roll back the frontend to the previous version"
"Show me all OOMKilled events from today"
"Which nodes are above 80% memory utilization?"
"Drain node ip-10-0-1-42 safely before maintenance"
"What changed in the last rollout of the auth-service?"
Pro Tips
Specify the namespace in your prompts - "in production" or "in the staging namespace" - to avoid accidentally touching the wrong environment.
Ask for "a summary then details" so you get a quick answer first and can drill deeper only if needed.
Use Neotask to explain error messages: paste a kubectl error and ask "what does this mean and how do I fix it?"
Before destructive actions (drain, delete), ask Neotask to list what will be affected so you can review before confirming.
Combine with your CI/CD pipeline: ask "what image is currently deployed to production?" to compare against your latest build tag.
Multiple workspaces and capacity for larger teams.
Works Well With
Bitrise - Automate Kubernetes CI/CD pipelines with Bitrise and Neotask. Build, test, and deploy container workloads faster with in...
Stytch - Automate Kubernetes authentication workflows with Stytch. Manage auth configs, inspect pods, scale deployments, and upda...
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Ansible - Run playbooks, check inventory, and automate configuration - Neotask pairs AI agents with Ansible for hands-free ops.
Box - Neotask automates your Box enterprise content - searching files, running AI analysis, and managing folders so your team finds what they need without digging through directories.