PUBLIC BETA · v1.0.0 · OCT 15, 2026

Kubernetes AI Operations & Controlled Self-Healing

01 Detect
02 Diagnose
03 Remediate
04 Verify

Engineered for Platform Engineers, SREs, and DevOps teams to detect cluster anomalies, diagnose CrashLoopBackOff and OOMKilled failures, execute controlled remediations with strict blast-radius guardrails, and verify workload recovery across Kubernetes v1.24 through v1.32+.

Platform Availability:✓ Windows 10/11 x86_64 (3.8 MB)⏳ Docker Compose (Upcoming)SHA-256 Checksums ↗
aetherkube-core · v1.0.0
BETA CERTIFIED
# Release Validation158/158 PASS
Automated Test Suite:158 / 158 Passing
Live E2E Checks:30 / 30 Verified
Critical Security Checks:8 / 8 Hardened
Windows Package & EULA:EXE & ZIP Verified
Inbound Ports0 (Outbound Only)
Data Residency100% Self-Hosted
THE 4-STAGE AUTONOMOUS WORKFLOW

Detect. Diagnose. Remediate. Verify.

Every production incident follows a controlled, deterministic pipeline. AetherKube never performs random or unconstrained cluster writes.

01

Detect

Continuous cluster watch loops intercept CrashLoopBackOff, OOMKilled (Exit 137), ImagePullBackOff, Pending/FailedScheduling, Evicted pods, and probe failures in real time.

• Sub-second lifecycle events
• Zero polling overhead
• In-cluster or kubeconfig mode
02

Diagnose

Deterministic diagnostics inspect container exit codes, termination signals, and previous logs. Optional AI Copilot adds multi-container correlation if BYOK is configured.

• Deterministic rules first
• Works 100% with no AI API key
• Optional BYOK (Ollama, Claude, GPT)
03

Remediate

Generates a safe patch: Dry-Run → Review → Approve → Apply. Free tier requires manual review; Pro & Max unlock autonomous execution with strict cooldown boundaries.

• Automatic dry-run validation
• Safe memory burst patching
• Cooldown gates stop reboot storms
04

Verify

Monitors pod stabilization post-remediation. Verifies readiness probe passage, CPU/memory stabilization, and writes an immutable audit record to disk.

• Confirms 1/1 Running Ready
• Automatic rollback on regression
• Immutable audit trail logged
Executive Walkthrough · AetherKube Console

Watch Autonomous Self-Healing & Fleet Operations

1080p HDLive Cluster Telemetry
Tiered Fleet Licensing · Simple & Predictable

AetherKube Pricing & Fleet Plans

Three transparent tiers engineered for teams of all sizes. Switch plans or cancel anytime with zero lock-in.

starter.local

free

see what the fuss is about.

best for trying it out
$0
1 Connected Cluster (Kind, EKS, GKE, Bare-Metal)
50 AI Copilot queries / month
Manual approval remediation workflow
Local SQLite snapshot backups
×Chaos Engineering attacks
×Offsite S3 disaster recovery
popular
pro.cloud

pro

operate as much as you want.

for active devops teams
$15/mo
save $4/mo · billed yearly
Up to 5 Connected Clusters
1,000 AI Copilot queries / month
Fully Autonomous Self-Healing
Pod killer & latency Chaos Engineering
Multi-team RBAC (Up to 3 teams)
Next business day email SLA
🧢 no cap!
fleet.enterprise

max

all the power your fleet needs.

for large-scale infrastructure
$71/mo
save $18/mo · billed yearly
Unlimited Connected Clusters
Unlimited AI Copilot queries + BYOK
Multi-cluster autonomous remediation
Full Chaos Engineering attack suite
Offsite AWS S3 & GCS disaster recovery
Unlimited Team Workspaces & RBAC
24/7 dedicated SRE support channel
just ship it 🚀
< student & open-source discount >
>_ 50% discount for builders & learners

Building open-source infrastructure or learning Kubernetes? We offer 50% off all Pro & Max subscriptions for verified students, educators, and maintainers.

AETHERKUBE v1.0.0 · GET STARTED IN 60 SECONDS

Self-Heal Your Kubernetes Clusters Today

Connect your cluster, inspect CrashLoopBackOff and OOMKilled incidents, and test safe remediations with zero cost. No credit card required.

Download Free for Windows