MSKazemi

MSKazemi/kubeintellect

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

5 stars 0 forks 5 watchers Python GNU Affero General Public License v3.0
agentic-ai ai-agents ai-sre aiops devops gitops incident-response k8s kubectl kubernetes langgraph llm multi-agent-systems observability openai platform-engineering prometheus root-cause-analysis site-reliability-engineering sre
View on GitHub Website
61 Open Issues Need Help Last updated: Aug 2, 2026

Open Issues Need Help

View All on GitHub
Verify KubeIntellect in-cluster on EKS (ServiceAccount + IRSA) 2 days ago
help wanted area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on Alibaba Cloud ACK (no code required) 2 days ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add a new failure playbook 3 days ago
help wanted good first issue area/agents roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Coordinator emits unresolved kubectl placeholders that are guaranteed to fail the command safety gate 3 days ago
bug help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Who's using KubeIntellect? (adoption + interest thread) 3 days ago
help wanted community adoption
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on OpenShift / OKD (no code required) 7 days ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Run `brew audit --strict` and a real `brew install` against the updated kube-q formula 8 days ago
help wanted area/kube-q area/packaging
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
packaging(snap): the Snap Store release is manual and ungated — nothing catches drift between snapcraft.io and the tree 11 days ago
documentation enhancement help wanted area/kube-q area/packaging
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on Amazon EKS (no code required) 12 days ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
`kubeintellect service start` exits 0 when systemd refuses to start the unit 12 days ago
bug help wanted good first issue area/server claimed
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
subprocess.run(..., text=True) decodes with the locale encoding too — 23 sites the new encoding gate cannot see 12 days ago
help wanted area/server claimed
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Count-drift gates run per-PR and cannot see cross-PR drift 14 days ago
help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
LLM_PROVIDER=anthropic sends cluster data to OpenAI on the default V2 graph — the warning under-states the consequence 14 days ago
bug help wanted area/server kind/safety
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Fork PRs can never reach a mergeable state — CodeQL default setup produces no results on them 14 days ago
help wanted needs-info
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Clear the ruff 0.16 backlog (439 findings), then lift the pin — replaces the prematurely-closed #64 14 days ago
help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
A rollback point can be marked `restorable` while covering only some of the objects the command mutates 14 days ago
bug help wanted area/server kind/safety priority/high
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: in-cluster DNS resolution failing 14 days ago
help wanted good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Extend the temporal knowledge graph to ingest nodes / events / PVCs 25 days ago
help wanted area/memory roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
The two contributor rosters can drift apart, and did — nothing compares them about 1 month ago
help wanted good first issue
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
read_text()/open() without encoding= in ~25 places — same bug class as #136 about 1 month ago
help wanted good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
CI does not run the v2/v3 test suites — regression tests there are unguarded about 1 month ago
help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on k3s / k3d (no code required) about 1 month ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add a bounded retry to triage JSON parsing about 1 month ago
help wanted area/agents
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Make the memory recall similarity noise-floor configurable about 1 month ago
good first issue area/memory
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: HorizontalPodAutoscaler not scaling about 1 month ago
help wanted good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
bug: the Homebrew formula can't install (nonexistent 1.0.0) and claims MIT for AGPL code about 1 month ago
bug good first issue area/kube-q area/packaging claimed
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: NetworkPolicy silently blocking traffic about 1 month ago
help wanted good first issue area/detectors claimed
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
bug: the kq test suite fails depending on terminal width, TERM and NO_COLOR about 1 month ago
bug good first issue area/kube-q claimed
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on Azure AKS (no code required) about 1 month ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Verify the install path on Google GKE (no code required) about 1 month ago
help wanted good first issue area/deploy
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: Deployment rollout stuck (ProgressDeadlineExceeded) about 1 month ago
help wanted good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: liveness probe failing (repeated restarts) about 1 month ago
help wanted good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
playbook: PersistentVolumeClaim stuck Pending about 1 month ago
help wanted good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Modernize the datetime, asyncio and __all__ aliases ruff 0.16 flags (UP017, UP041, RUF022) about 1 month ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add worked examples for the uncovered kq subcommands (replay, postmortem, detector, preference, completion) about 1 month ago
documentation help wanted area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq completion` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq v5-status` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq preference` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq detector` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq export` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq postmortem` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq replay` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
docs: add a worked example for `kq config` about 1 month ago
documentation good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Document what data leaves the cluster, what is stored, and what is redacted about 1 month ago
documentation good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Sort imports in the 75 files ruff 0.16 flags with I001 about 1 month ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
bug: kube-q's PyPI page links to the wrong repository, and ki-protocol's page has no metadata at all about 1 month ago
bug good first issue priority/high area/packaging
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Fix the 2 ESLint errors + 2 warnings in the demo UI (PtyTerminal.tsx) about 1 month ago
good first issue area/kube-q
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Fix 3 implicit-Optional annotations on injected `RunnableConfig` params about 2 months ago
good first issue area/server area/agents
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Execute stored PromQL in playbook detect blocks about 2 months ago
help wanted area/detectors roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Compose multi-predicate detectors (AND / NOT / temporal window) about 2 months ago
help wanted area/detectors roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Integrate a new observability backend (Tempo or Pyroscope) about 2 months ago
help wanted area/detectors kind/integration roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add a local / self-hosted LLM provider (Ollama / OpenAI-compatible) about 2 months ago
help wanted area/server kind/integration roadmap
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
bug: fix ruff F541 (f-string without placeholder) in fix_pr_probe.py about 2 months ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Remove the executable bit from 94 non-script Python modules (ruff EXE002) about 2 months ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Clear the 438 ruff 0.16 findings so the <0.16 pin can be lifted about 2 months ago
help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add Python 3.13 to the CI test matrix about 2 months ago
help wanted area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Release: PyPI is behind the source tree — every documented kq subcommand is uninstallable about 2 months ago
bug help wanted priority/high area/packaging
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Fix the invalid escape sequence in coordinator.py (SyntaxWarning on Python 3.13) about 2 months ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Fix 4 type errors in `app/cli.py` (`callable` as a type, CompletedProcess mismatch) about 2 months ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Clear the 7 missing-stub mypy errors (types-PyYAML + an asyncpg override) about 2 months ago
good first issue area/server
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre
Add unit tests for the change-watchdog scheduler about 2 months ago
good first issue area/detectors
MSKazemi/kubeintellect
5

Chat with your Kubernetes cluster in plain English. Multi-agent AI for root cause analysis, diagnostics, and HITL-gated cluster operations. Peer-reviewed (Journal of Grid Computing, 2026).

Python
#agentic-ai#ai-agents#ai-sre#aiops#devops#gitops#incident-response#k8s#kubectl#kubernetes#langgraph#llm#multi-agent-systems#observability#openai#platform-engineering#prometheus#root-cause-analysis#site-reliability-engineering#sre