🌱 CNCF mission generation 2026-03-09 by github-actions[bot] · Pull Request #326 · kubestellar/console-kb

github-actions · 2026-03-09T06:53:28Z

CNCF Mission Generation Report (All Batches)

Date: 2026-03-09T06:53:25Z
Batches: 14

Batch: generation-report-0.md

CNCF Mission Generation Report

Date: 2026-03-09T06:26:35.590Z
Total generated: 0
Skipped: 219
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
argo	graduated	20
argo-workflows	graduated	16
argo-events	graduated	2
argo-rollouts	graduated	13
cert-manager	graduated	20
cilium	graduated	20
cloudevents	graduated	3
containerd	graduated	17
coredns	graduated	6
cri-o	graduated	13
crossplane	graduated	18
cubefs	graduated	0
dapr	graduated	8
dragonfly	graduated	0
envoy	graduated	17
etcd	graduated	16
falco	graduated	11
falcosidekick	graduated	4
fluentd	graduated	3
fluent-bit	graduated	11

Batch: generation-report-1.md

CNCF Mission Generation Report

Date: 2026-03-09T06:27:33.895Z
Total generated: 0
Skipped: 183
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
flux	graduated	1
flagger	graduated	5
harbor	graduated	9
helm	graduated	20
in-toto	graduated	3
istio	graduated	13
jaeger	graduated	8
keda	graduated	15
knative	graduated	13
knative-eventing	graduated	9
kubeedge	graduated	5
kubernetes	graduated	20
linkerd	graduated	7
linkerd-viz	graduated	7
open-policy-agent-opa-	graduated	5
prometheus	graduated	11
alertmanager	graduated	10
node-exporter	graduated	5
pushgateway	graduated	4
rook	graduated	10

Batch: generation-report-10.md

CNCF Mission Generation Report

Date: 2026-03-09T06:44:48.061Z
Total generated: 0
Skipped: 22
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
radius	sandbox	2
ratify	sandbox	0
runme-notebooks	sandbox	0
schemahero	sandbox	0
score	sandbox	0
security-compliance	sandbox	1
sermant	sandbox	0
serverless-devs	sandbox	0
serverless-workflow	sandbox	1
shipwright	sandbox	2
slimfaas	sandbox	0
slimtoolkit	sandbox	1
sops	sandbox	7
spiderpool	sandbox	0
spin	sandbox	3
spinkube	sandbox	0
stacker	sandbox	2
submariner	sandbox	3
telepresence	sandbox	0
tinkerbell	sandbox	0

Batch: generation-report-11.md

CNCF Mission Generation Report

Date: 2026-03-09T06:47:01.248Z
Total generated: 9
Skipped: 59
Errors: 0
Avg Quality Score: 63.8/100
LLM synthesized: 0 | Regex fallback: 9

Projects Processed

Project	Maturity	Items Found	Missions Generated
tokenetes	sandbox	0	0
tremor	sandbox	1	0
trickster	sandbox	0	0
urunc	sandbox	1	0
vineyard	sandbox	0	0
virtual-kubelet	sandbox	4	0
visual-studio-code-kubernetes-tools	sandbox	0	0
wasmedge-runtime	sandbox	1	0
werf	sandbox	0	0
xregistry	sandbox	0	0
kagenti	community	2	1
llm-d	community	0	0
vllm	community	20	4
ollama	community	20	2
localai	community	2	0
kubeai	community	0	0
litellm	community	3	0
kuberay	community	3	2
kubeflow	community	5	0
open-webui	community	4	0

Generated Missions

Mission	Difficulty	Quality	Source
kagenti: ✨ Add MLflow integration for LLM trace observability	advanced	62/100	link
vllm: [VLM] Qwen2.5-VL	advanced	65/100	link
vllm: [Kernel] FlashMLA integration	intermediate	61/100	link
vllm: [Model] Add Gemma 2	intermediate	65/100	link
vllm: [Model][VLM] Add Qwen2.5-Omni model support (thinker only)	intermediate	65/100	link
ollama: added tools when `stream=true`	beginner	66/100	link
ollama: Add metrics endpoint and request metrics	intermediate	61/100	link
kuberay: [history server][storage] Add Azure Blob Storage support	beginner	60/100	link
kuberay: feat: update RayCluster `.status.reason` field with pod creation error	intermediate	69/100	link

Batch: generation-report-12.md

CNCF Mission Generation Report

Date: 2026-03-09T06:53:15.157Z
Total generated: 20
Skipped: 112
Errors: 0
Avg Quality Score: 62.6/100
LLM synthesized: 0 | Regex fallback: 20

Projects Processed

Project	Maturity	Items Found	Missions Generated
dify	community	2	0
langflow	community	1	1
flowise	community	1	0
clickhouse	community	20	3
milvus	community	6	1
qdrant	community	0	0
weaviate	community	1	0
dragonfly	community	0	0
valkey	community	10	5
surrealdb	community	10	1
redpanda	community	2	0
nats	community	1	0
kong	community	9	0
apisix	community	7	0
traefik	community	20	4
caddy	community	8	1
gitea	community	20	4
woodpecker-ci	community	13	0
drone	community	0	0
signoz	community	0	0

Generated Missions

Mission	Difficulty	Quality	Source
langflow: feat: allow support for a root path	beginner	61/100	link
clickhouse: Inverted Indices Implementation	advanced	65/100	link
clickhouse: Add new table engine UniqueMergeTree	intermediate	62/100	link
clickhouse: Support WebAssembly UDFs	intermediate	60/100	link
milvus: Implement integer bitwise "and", "or" and "xor" operator.	advanced	62/100	link
valkey: New hash table	intermediate	62/100	link
valkey: Slot migration improvement	expert	61/100	link
valkey: Trigger manual failover on SIGTERM / shutdown to cluster primary	intermediate	61/100	link
valkey: Database-level access control	expert	65/100	link
valkey: Fix incorrect lag reported in XINFO GROUPS	intermediate	64/100	link
surrealdb: Refactor transaction, caching, and key-value store interfaces	intermediate	61/100	link
traefik: Auto-negotiate Docker API Version	advanced	67/100	link
traefik: Updates Docker Client API version 1.24 -> 1.44	intermediate	62/100	link
traefik: Allow discovering non-running Docker containers	intermediate	62/100	link
traefik: Local private plugins.	intermediate	61/100	link
caddy: caddytls: Encrypted ClientHello (ECH)	beginner	65/100	link
gitea: Actions support workflow dispatch event	intermediate	62/100	link
gitea: Add Package Registry	advanced	63/100	link
gitea: Implement actions	intermediate	60/100	link
gitea: Support Actions `concurrency` syntax	advanced	66/100	link

Batch: generation-report-13.md

CNCF Mission Generation Report

Date: 2026-03-09T06:49:55.976Z
Total generated: 4
Skipped: 61
Errors: 0
Avg Quality Score: 62.8/100
LLM synthesized: 0 | Regex fallback: 4

Projects Processed

Project	Maturity	Items Found	Missions Generated
uptrace	community	0	0
netdata	community	5	2
keycloak	community	17	0
vault	community	6	2
consul	community	4	0
tetragon	community	3	0
minio	community	3	0
seaweedfs	community	0	0
n8n	community	6	0
temporal	community	0	0
backstage	community	14	0
harbor	community	7	0

Generated Missions

Mission	Difficulty	Quality	Source
netdata: Docs: Add instructions to persist metrics and restart policy	intermediate	66/100	link
netdata: self-cleaning obsolete cgroups and network interfaces from memory	beginner	61/100	link
vault: Add Session tags and external id support for AWS Secrets	beginner	63/100	link
vault: fix mongodb connection issue when using TLS client + username/password authentication	beginner	61/100	link

Batch: generation-report-2.md

CNCF Mission Generation Report

Date: 2026-03-09T06:25:39.277Z
Total generated: 0
Skipped: 111
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
spiffe	graduated	0
spire	graduated	1
the-update-framework-tuf-	graduated	4
tikv	graduated	12
vitess	graduated	5
artifact-hub	incubating	0
backstage	incubating	14
buildpacks	incubating	4
chaos-mesh	incubating	11
cloud-custodian	incubating	1
container-network-interface-cni-	incubating	4
contour	incubating	6
cortex	incubating	2
emissary-ingress	incubating	0
flatcar-container-linux	incubating	0
fluid	incubating	2
grpc	incubating	10
karmada	incubating	13
keycloak	incubating	17
kserve	incubating	5

Batch: generation-report-3.md

CNCF Mission Generation Report

Date: 2026-03-09T06:32:34.507Z
Total generated: 0
Skipped: 83
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
kubeflow	incubating	5
kubescape	incubating	6
kubevela	incubating	0
kubevirt	incubating	16
kyverno	incubating	6
lima	incubating	9
litmus	incubating	1
longhorn	incubating	0
metal3-io	incubating	7
nats	incubating	1
notary-project	incubating	1
opencost	incubating	3
openfeature	incubating	3
openfga	incubating	2
openkruise	incubating	1
opentelemetry	incubating	3
opentelemetry-collector	incubating	6
opentelemetry-operator	incubating	4
openyurt	incubating	3
operator-framework	incubating	5

Batch: generation-report-4.md

CNCF Mission Generation Report

Date: 2026-03-09T06:32:17.531Z
Total generated: 0
Skipped: 40
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
strimzi	incubating	3
thanos	incubating	7
volcano	incubating	7
wasmcloud	incubating	0
aeraki-mesh	sandbox	0
akri	sandbox	1
antrea	sandbox	3
armada	sandbox	1
athenz	sandbox	0
atlantis	sandbox	15
bank-vaults	sandbox	1
bfe	sandbox	0
bootc	sandbox	0
bpfman	sandbox	0
cadence-workflow	sandbox	1
capsule	sandbox	0
carina	sandbox	0
cartography	sandbox	1
carvel	sandbox	0
cdk-for-kubernetes-cdk8s-	sandbox	0

Batch: generation-report-5.md

CNCF Mission Generation Report

Date: 2026-03-09T06:33:41.833Z
Total generated: 0
Skipped: 29
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
cedar	sandbox	1
chaosblade	sandbox	0
cloud-native-network	sandbox	3
clusternet	sandbox	1
clusterpedia	sandbox	1
composefs	sandbox	0
confidential-containers	sandbox	1
connect-rpc	sandbox	0
container2wasm	sandbox	0
containerssh	sandbox	0
continuous-optimization	sandbox	1
copa	sandbox	1
cozystack	sandbox	0
dalec	sandbox	0
devfile	sandbox	2
devspace	sandbox	1
dex	sandbox	8
distribution	sandbox	9
drasi	sandbox	0
easegress	sandbox	0

Batch: generation-report-6.md

CNCF Mission Generation Report

Date: 2026-03-09T06:38:39.950Z
Total generated: 0
Skipped: 42
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
eraser	sandbox	1
external-secrets	sandbox	9
hami	sandbox	2
headlamp	sandbox	8
hexa	sandbox	0
holmesgpt	sandbox	2
hwameistor	sandbox	0
hyperlight	sandbox	0
inclavare-containers	sandbox	0
inspektor-gadget	sandbox	2
interlink	sandbox	0
k0s	sandbox	5
k3s	sandbox	4
k8gb	sandbox	1
k8sgpt	sandbox	2
k8up	sandbox	0
kagent	sandbox	2
kairos	sandbox	2
kaito	sandbox	1
kanister	sandbox	0

Batch: generation-report-7.md

CNCF Mission Generation Report

Date: 2026-03-09T06:38:50.068Z
Total generated: 0
Skipped: 21
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
kcl	sandbox	0
kcp	sandbox	5
kepler	sandbox	1
keylime	sandbox	2
kgateway	sandbox	1
kitops	sandbox	0
kmesh	sandbox	4
ko	sandbox	1
konveyor	sandbox	0
koordinator	sandbox	0
kpt	sandbox	0
kuadrant	sandbox	1
kuasar	sandbox	0
kube-burner	sandbox	0
kube-ovn	sandbox	1
kube-rs	sandbox	2
kube-vip	sandbox	0
kubean	sandbox	0
kubearmor	sandbox	2
kubeclipper	sandbox	1

Batch: generation-report-8.md

CNCF Mission Generation Report

Date: 2026-03-09T06:40:10.488Z
Total generated: 0
Skipped: 41
Errors: 0
Avg Quality Score: N/A/100
LLM synthesized: 0 | Regex fallback: 0

Projects Processed

Project	Maturity	Items Found
kubeelasti	sandbox	0
kubefleet	sandbox	0
kuberhealthy	sandbox	1
kubeslice	sandbox	0
kubestellar	sandbox	5
kubewarden	sandbox	0
kudo	sandbox	0
kuma	sandbox	1
kured	sandbox	7
kusionstack	sandbox	1
logging-operator-kube-logging-	sandbox	0
loxilb	sandbox	0
meshery	sandbox	3
metallb	sandbox	9
microcks	sandbox	0
modelpack	sandbox	0
monocle	sandbox	0
network-service-mesh	sandbox	0
oauth2-proxy	sandbox	13
open-cluster-management	sandbox	1

Generated from multiple knowledge sources across 14 batches. Quality: avg score 0/100, 197 missions. Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

kubestellar-prow · 2026-03-09T06:53:31Z

[APPROVALNOTIFIER] This PR is NOT APPROVED

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Cherry-pick the one passing mission from the 2026-03-09 CNCF generation run (PR #326). The remaining 32 missions have systemic quality issues (wrong types, garbled steps, bogus prerequisites) that need pipeline fixes before inclusion. Signed-off-by: Andrew Anderson <andy@clubanderson.com>

clubanderson · 2026-03-10T03:32:28Z

Mission Quality Review — All 32 Remaining Missions: DROP

I reviewed each of the 33 auto-generated CNCF missions individually against their source PRs. The 1 passing mission (kuberay-639) was already cherry-picked to PR #330. All 32 remaining missions fail quality review and should be dropped.

Systemic Issues Found

Every mission has the same failures from the regex-based generation pipeline:

Issue	Description	Affected
Wrong `type`	All 32 are marked `troubleshoot` — but they're feature PRs	32/32
Wrong prerequisites	All require "Kubernetes cluster with kubectl" — many projects aren't K8s (Caddy, ClickHouse, Gitea, vLLM, Valkey, SurrealDB)	32/32
Garbled "Apply" step	Contains Codecov coverage tables, git diffs, developer discussion, truncated PR prose	32/32
Generic filler steps	"Understand the problem" → "Verify the fix" boilerplate with no actionable content	32/32
CI bot spam as content	Resolutions contain bot messages, PR format warnings, stale issue notifications	~10/32

Examples of Garbage Content

gitea-16510: "Apply configuration" step is a full Codecov coverage table with file-by-file percentages
milvus-24623: Resolution is literally a CI bot message about "Invalid PR Title Format Detected"
clickhouse-88747: "Apply configuration" step contains raw git diff output from CMakeLists.txt
caddy-6862: Prerequisites say "Kubernetes cluster with caddy installed" — Caddy has zero K8s relation
vllm-5908: "Apply configuration" step runs wget to download flashinfer binaries

Root Causes in Pipeline

detectMissionType() defaults to 'troubleshoot' for everything
generateSteps() grabs the first code block from ANY source (including Codecov comments)
Prerequisites are hardcoded to K8s for all projects
extractResourceKinds() false-positives on words like "Role", "Job", "Node" in non-K8s contexts
LLM synthesis was not running — all 33 used synthesizedBy: "regex" fallback
Quality threshold of 60 is too low — all scored 60-69

Recommendation

Close this PR. The pipeline needs fixes before the next generation run. I'll submit those fixes in a separate PR.

clubanderson · 2026-03-10T03:32:35Z

Closing: all 32 remaining missions fail quality review (see detailed comment above). kuberay-639 was already cherry-picked to PR #330. Pipeline fixes will be submitted in a separate PR.

Cherry-pick the one passing mission from the 2026-03-09 CNCF generation run (PR #326). The remaining 32 missions have systemic quality issues (wrong types, garbled steps, bogus prerequisites) that need pipeline fixes before inclusion. Signed-off-by: Andrew Anderson <andy@clubanderson.com>

🌱 Auto-generate CNCF missions (2026-03-09)

f77aff1

Generated from multiple knowledge sources across 14 batches. Quality: avg score 0/100, 197 missions. Signed-off-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

kubestellar-prow Bot added do-not-merge/work-in-progress Indicates that a PR should not merge because it is a work in progress. dco-signoff: yes Indicates the PR's author has signed the DCO. size/XXL Denotes a PR that changes 1000+ lines, ignoring generated files. labels Mar 9, 2026

clubanderson mentioned this pull request Mar 9, 2026

✨ CNCF install mission generation 2026-03-04 #301

Closed

clubanderson mentioned this pull request Mar 10, 2026

🌱 Cherry-pick kuberay-639 mission from CNCF generation run #330

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clubanderson closed this Mar 10, 2026

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🌱 CNCF mission generation 2026-03-09#326

🌱 CNCF mission generation 2026-03-09#326
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github-actions Bot commented Mar 9, 2026

CNCF Mission Generation Report (All Batches)

Batch: generation-report-0.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-1.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-10.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-11.md

CNCF Mission Generation Report

Projects Processed

Generated Missions

Batch: generation-report-12.md

CNCF Mission Generation Report

Projects Processed

Generated Missions

Batch: generation-report-13.md

CNCF Mission Generation Report

Projects Processed

Generated Missions

Batch: generation-report-2.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-3.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-4.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-5.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-6.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-7.md

CNCF Mission Generation Report

Projects Processed

Batch: generation-report-8.md

CNCF Mission Generation Report

Projects Processed

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kubestellar-prow Bot commented Mar 9, 2026

Uh oh!

clubanderson commented Mar 10, 2026

Mission Quality Review — All 32 Remaining Missions: DROP

Systemic Issues Found

Examples of Garbage Content

Root Causes in Pipeline

Recommendation

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clubanderson commented Mar 10, 2026

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