C38GRAPH · CODING TUI BONIXER
K3s · K8s · Containers · Belt64 · KCF Diamond Engine
γ₁ = 14.134725141734693
1172 issues · 450 💎 · 15 edges
2026-05-12
◈ C38 GRAPH
💎 DIAMONDS
REPOS
KCF SEARCH
CLI/TUI
META-THEOREMS V13
NODES
helmL2 · 84💎
argo-cdL3 · 79💎
flux2L3 · 105💎
skaffoldL2 · 41💎
cdk8sL1 · 109💎
kapitanL1 · 32💎
EDGES
Shared KCF op
Thickness=op count
Hover for details
TOTALS
Issues: 1172
Diamonds: 450
Edges: 15
REPOLTITLERANK▼KCFRISKCOIAGE#MSG#
kapitanL1[Feature] Allow Kapitan to render secrets prior to the helm provider0.94HELMSECRET0.352628d2#738
kapitanL1Do not crash on copy if the source path is missing0.936MISSINGBREAK0.42626d1#688
cdk8sL1cdk8s dasm: convert a yaml manifest to a cdk8s chart0.902HELM0.001063d16#141
cdk8sL1Publish Constructs as Helm Chart0.829HELM0.00963d33#21
kapitanL1Serious performance degradation on compilation times with class interpol0.717PERF0.20675d4#839
kapitanL1Add generator-(function) for existing secrets0.694SECRET0.352583d2#1028
kapitanL1Performance measurements report0.69PERF0.20632d1#1026
cdk8sL1cdk8s import helm add support for importing chart from file URL0.687HELM0.00266d0#2591
kapitanL1Simplify input type Helm0.682HELM0.00953d1#977
kapitanL1Integration with ArgoCD0.682GITOPS0.01953d1#927
kapitanL1Integration with FluxCD0.682GITOPS0.01952d1#926
kapitanL1Fix latest tag pinning in docker hub when release is done0.682HELM0.00630d1#833
kapitanL1Kapitan can't reference secrets without prune=true0.682SECRET0.352628d1#748
kapitanL1Issue: release notes for v0.29.5 incorrectly states that jsonnet was bum0.682HELM0.00627d1#736
kapitanL1Crash when changing ref type from plain to gkms0.682BREAK0.42627d1#689
cdk8sL1Missing properties terminationMessagePath, terminationMessagePolicy on C0.678MISSING0.00257d0#2671
cdk8sL1[Java] @jsii/kernel.Fault: Type 'comcitrix.Globaltrafficpolicy' not foun0.678MISSING0.00330d0#2575
kapitanL1[feat]: Add testing bootstrap code for templates0.673HELM0.00485d2#1112
kapitanL1Add missing classifier for Python 3.130.643MISSING0.00235d0#1346
flux2L3Flux doesn't delete post-install/post-upgrade helm hook when using the t0.627HELMGITOPSUPGRADE0.03369d1#5339
cdk8sL1Reuse objects generated by helm0.611HELM0.00219d0#2735
kapitanL1Reveal secrets and replace refs in place0.579SECRET0.352630d8#827
flux2L3Flux bootstrap gitea using OIDC/Oauth20.559GITOPSSECRET0.353564d0#5046
flux2L3CustomResourceDefinition/helmreleases.helm.toolkit.fluxcd.io dry-run fai0.544HELMGITOPS0.01280d0#5468
flux2L3Flux dockerhub Receiver secret0.544GITOPSSECRET0.353456d0#5183
flux2L3Failed to decode kubernetes yaml from kustomizeconfig file and it says m0.535MISSINGGITOPS0.01386d1#5313
skaffoldL2`docker.secrets.src` Not Templatable0.535SECRET0.352270d0#9850
cdk8sL1Import of Bitnami Redis Helm Chart failed0.53HELM0.00281d1#2634
skaffoldL2Helm v4 breaking change in `helm template --post-renderer`, Skaffold fai0.529BREAKHELMUPGRADE0.4487d3#9871
skaffoldL2Support tolerateFailuresUntilDeadline for Helm deployments0.529HELM0.00372d0#9809
skaffoldL2Skaffold deploy not passing flags to Helm0.529HELM0.00384d0#9798
cdk8sL1Synthesis fails with 'Could not find referrer npm package' when using a 0.52HELM0.00266d1#2435
cdk8sL1FOLDER_PER_CHART_FILE_PER_RESOURCE rendering clobbers resources in the s0.517HELM0.00168d0#2821
kapitanL1[bug]: Kapitan init breaks terminal on macOS and prints CPR warnings0.511BREAK0.42169d0#1359
flux2L3Flux components are giving timeouts from time to time0.51PERFGITOPS0.21406d2#5279
cdk8sL1Add ability to not prepend name of chart to generated resources0.502HELM0.00165d0#2828
skaffoldL2Setting nodeSelector and tolerations values with setValues or setValueTe0.501HELM0.00463d2#9692
flux2L3`flux check` Command Fails to Detect Missing Components0.5MISSINGGITOPS0.01424d2#5051
cdk8sL1Deploy CDK8s synth manifests as Helm Charts0.499HELM0.00208d6#959
skaffoldL2chore: Upgrade dependencies - primarily addressing breaking changes in d0.493BREAKUPGRADE0.44162d1#9927
skaffoldL2How to let helm version read environment variables when using skaffold d0.493HELM0.00362d1#9679
kapitanL1Add tests for fetching Helm charts via OCI0.484HELM0.00156d0#1362
skaffoldL2Skaffold hangs on deploying job with Helm hook0.471HELM0.00340d1#9824
cdk8sL1cdk8s-plus stateful_set.ts _filterPodSpecVolumes() deletes all volumes i0.47HELM0.00145d0#2858
flux2L3Update of Included Git Repository doesn't trigger Reconciliation of Helm0.455HELMGITOPS0.01439d4#5208
skaffoldL2Releases in the Helm deployer should be cleaned up in reverse order0.447HELM0.00316d1#9837
skaffoldL2Release 2.18.1 and 2.18.2 are missing the changelog in the release notes0.418MISSINGHELM0.0026d1#10029
kapitanL1[bug]: Somewhat misleading error msg when `kapitan.compile` params are m0.418MISSING0.00123d0#1379
flux2L3Order flux tree according to dependsOn0.411GITOPS0.01399d0#5291
flux2L3Flux2 Does not honour dependsOn defined in the HelmRelease for the Termi0.408HELMGITOPS0.01201d1#5586
flux2L3Compatibility with helm's `--set-file` when?0.407HELM0.00431d4#5189
flux2L3kustomize diff --recursive wrong path for additional local-sources0.406GITOPS0.01396d0#5298
flux2L3Flux check incorrectly reports 'all checks passed' when testing newer cl0.401GITOPS0.01470d0#5159
flux2L3flux bootstrap doesn't support oci repositories0.4GITOPS0.01564d2#5043
flux2L3flux envsubst --strict ignores kustomize.toolkit.fluxcd.io/substitute: d0.398GITOPS0.01517d1#5108
flux2L3published crd schema helmrelease-helm-v2beta1.json incorrectly shows spe0.398HELM0.00559d1#5050
skaffoldL2Helm v4.1.4 breaks skaffold0.397BREAKHELM0.4227d2#10046
flux2L3[Feature] Flux CLI should support valuesKey and targetPath in --values-f0.396GITOPS0.01264d0#5488
flux2L3boorstrap gitlab causes an error when gotk-sync or gotk-components file 0.396GITOPS0.01280d0#5467
flux2L3Deprecation of SHA1 signing scheme0.396UPGRADE0.02317d0#5424
helm
L2 · INFRA · skeleton
84 / 200 💎
#9586 Feature request: helm - allow the use of .netrc as…
#32066 Helm doesn't wait for Custom Resources on new rele…
#4262 toYaml removes all quotes and yaml types breaks…
argo-cd
L3 · GITOPS · nervous
79 / 200 💎
#27736 Application Parameters tab returns 403 PermissionD…
#27791 ApplicationSet `values` interpolation change (PR #…
#27598 fix(gitops-engine): apply HideSecretData to server…
flux2
L3 · GITOPS · nervous
105 / 200 💎
#5339 Flux doesn't delete post-install/post-upgrade helm…
#5046 Flux bootstrap gitea using OIDC/Oauth2…
#5468 CustomResourceDefinition/helmreleases.helm.toolkit…
skaffold
L2 · DEVLOOP · muscle
41 / 200 💎
#9850 `docker.secrets.src` Not Templatable…
#9871 Helm v4 breaking change in `helm template --post-r…
#9809 Support tolerateFailuresUntilDeadline for Helm dep…
cdk8s
L1 · MANIFEST · dna
109 / 172 💎
#141 cdk8s dasm: convert a yaml manifest to a cdk8s cha…
#21 Publish Constructs as Helm Chart…
#2591 cdk8s import helm add support for importing chart…
kapitan
L1 · MANIFEST · dna
32 / 200 💎
#738 [Feature] Allow Kapitan to render secrets prior to…
#688 Do not crash on copy if the source path is missing…
#839 Serious performance degradation on compilation tim…
COMPARISON
REPOLAYERTIERORGANTOTALDIAMONDS%TOP KCF
cdk8sL1MANIFESTdna17210963.4%HELM
flux2L3GITOPSnervous20010552.5%GITOPS
helmL2INFRAskeleton2008442.0%HELM
argo-cdL3GITOPSnervous2007939.5%GITOPS
skaffoldL2DEVLOOPmuscle2004120.5%HELM
kapitanL1MANIFESTdna2003216.0%SECRET
KCF OPERATORS
OPCOUNTDIST
HELM174█████████████████
UPGRADE124████████████
GITOPS115███████████
SECRET47████
BREAK21██
MISSING20██
PERF8
MULTI2
DRIFT2
BELT641
RESULTS
Click an operator →
PEMOS CLI BONIXER
pemos deploy <target> [--local|--cloud|--both] [--helm|--flux|--argo]
  --local  → k3d on msi01/yone/forge (105GB GPU fleet, 76GB free)
  --cloud  → AKS aks-eose-aaas-dev ($434 MTD)
  --both   → local first, promote to cloud on pass

pemos belt64 mine <org/repo> [--kcf DRIFT,BREAK] [--threshold 0.3]
  → C38Graph KCF diamond miner · γ₁=14.134725141734693

pemos c38 graph [--repos helm,argo-cd,flux2,skaffold,cdk8s,kapitan]
  → rebuild C38Graph + emit bonixer-coding-tui.html

pemos kcf search <OP> [--repo all] [--rank-min 0.3]
  → DRIFT MISSING BREAK PERF HELM GITOPS SECRET UPGRADE MULTI BELT64

pemos costs [--mtd|--daily|--by-service]
  → MTD: $434 USD · GPU pools: 0 · pacing $1,085/mo

pemos fleet [status|physics|spindle]
  → γ₁=14.134725141734693 · WPA floor · BREAK detection
TUI WIREFRAME
┌──────────────────────────────────────────────────────────────────────┐
│ C38GRAPH TUI  γ₁=14.134725141734693               [q]uit [r]efresh  │
├───────────────┬───────────────────────────────┬──────────────────────┤
│ REPOS         │ DIAMONDS                     │ KCF OPERATORS        │
│ ▶ kapitan     │ RANK  TITLE                  │ HELM     [ 174]   │
│   cdk8s       │ 0.94  Allow Kapitan secrets  │ UPGRADE  [ 124]   │
│   helm        │ 0.94  No crash on missing    │ GITOPS   [ 115]   │
│   argo-cd     │ 0.90  cdk8s dasm manifest    │ SECRET   [  47]   │
│   flux2       │ 0.83  Publish as Helm Chart  │ BREAK    [  21]   │
│   skaffold    │ 0.72  Perf degradation       │ PERF     [   8]   │
├───────────────┴───────────────────────────────┴──────────────────────┘
│ kapicorp/kapitan · MANIFEST · L1 · organ=dna                         │
└──────────────────────────────────────────────────────────────────────┘
C38 ADELIC SPINE — META-THEOREMS V13
MT-C38-001 · DIAMOND COMPLETENESS
∀ repo R ∈ C38 corpus, ∃ diamond D s.t. rank(D) > γ₁/50 = 0.2827
title_signal ≥ 1 for any issue matching ≥1 KCF op. forgottenness > 0 for age > 0.
∴ rank > 0 · LW · TW · (γ₁/10) > γ₁/50 for LW·TW > 0.2 □
MT-C38-002 · KCF COVERAGE
DRIFT ∪ BREAK ∪ SECRET flags actuarial_risk > 0 for all CRITICAL issues.
Observed: 70 issues flagged · 15.6% of 450 diamonds.
Corollary: actuarial_risk > 0.5 ⇔ ∃ op ∈ {BREAK, SECRET}.
MT-C38-003 · FORGOTTENNESS DECAY
f(age, comments) = min(1, (age/365) / log(comments+2))
age→∞: f→1 (forgotten). comments→∞: f→0 (attended).
P(incident) ∝ ∫ f(t) dt over open period = actuarial accumulation.
MT-C38-004 · ADELIC LAYER EMBEDDING
r_adelic(l) = γ₁/(l+1): L1=7.0674 · L2=4.7116 · L3=3.5337
Issue i embeds to L(i) = layer_weight(repo(i)).
Cross-layer edges (L1↔L3) = highest diamond density (15 edges observed).
MT-C38-005 · BELT64 CONVERGENCE
Edge density → γ₁/100 = 0.141347 per pair as corpus → ∞.
Observed: 15/3160 = 0.004747 (n=80 diamonds).
Belt64 selects repos where edge_density > γ₁/100 → sovereign compute candidates.