Democratizing GitOps

Last update: Dec 30, 2022

Comments: 16

GitOps Engine

Various GitOps operators address different use-cases and provide different user experiences but all have similar set of core features. The team behind Argo CD has implemented a reusable library that implements core GitOps features:

Kubernetes resource cache ✅
Resources reconciliation ✅
Sync Planning ✅
Access to Git repositories
Manifest Generation

Proposals, specifications and ideas

Do you want to propose one more feature and want to enhance the existing one? Proposals and ideas are in markdown docs in the specs/ directory. To create a new proposal, simply copy the spec template, name the file corresponding to the title of your proposal, and place it in the specs/ directory.

A good starting point to understand the structure is the GitOps Engine Design spec.

We tried to answer frequently asked question in a separate FAQ document.

Governance

This project is licensed under the Apache 2 license.

The GitOps Engine follows the CNCF Code of Conduct.

Get involved

If you are as excited about GitOps and one common engine for it as much as we are, please get in touch. If you want to write code that's great, if you want to share feedback, ideas and use-cases, that's great too.

Find us on the #gitops channel on Kubernetes Slack (get an invite here).

Contributing to the effort

At this stage we are interested in feedback, use-cases and help on the GitOps Engine.

Owner

Argo Project

Get stuff done with Kubernetes!

https://github.com/argoproj/gitops-engine https://pkg.go.dev/github.com/argoproj/gitops-engine?tab=subdirectories

Comments

fix: race condition (#50)

refs: https://github.com/argoproj/gitops-engine/issues/50

If you import the code from https://github.com/argoproj/gitops-engine/pull/52, the race condition will be gone.

# refs: https://github.com/argoproj/gitops-engine/pull/52
$ git status
On branch feature/fix-race-condition
Changes not staged for commit:
  (use "git add <file>..." to update what will be committed)
  (use "git restore <file>..." to discard changes in working directory)
        modified:   pkg/sync/sync_context_test.go
        modified:   pkg/utils/kube/kubetest/mock.go

no changes added to commit (use "git add" and/or "git commit -a")

$ go test ./... --race
?       github.com/argoproj/gitops-engine       [no test files]
?       github.com/argoproj/gitops-engine/agent [no test files]
ok      github.com/argoproj/gitops-engine/pkg/cache     (cached)
?       github.com/argoproj/gitops-engine/pkg/cache/mocks       [no test files]
ok      github.com/argoproj/gitops-engine/pkg/diff      (cached)
?       github.com/argoproj/gitops-engine/pkg/engine    [no test files]
ok      github.com/argoproj/gitops-engine/pkg/health    (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync      (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/common       (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/hook (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/hook/helm    (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/ignore       (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/resource     (cached)
ok      github.com/argoproj/gitops-engine/pkg/sync/syncwaves    (cached)
?       github.com/argoproj/gitops-engine/pkg/utils/errors      [no test files]
ok      github.com/argoproj/gitops-engine/pkg/utils/exec        (cached)
?       github.com/argoproj/gitops-engine/pkg/utils/io  [no test files]
?       github.com/argoproj/gitops-engine/pkg/utils/json        [no test files]
ok      github.com/argoproj/gitops-engine/pkg/utils/kube        (cached)
?       github.com/argoproj/gitops-engine/pkg/utils/kube/kubetest       [no test files]
?       github.com/argoproj/gitops-engine/pkg/utils/testing     [no test files]
?       github.com/argoproj/gitops-engine/pkg/utils/text        [no test files]
ok      github.com/argoproj/gitops-engine/pkg/utils/tracing     (cached)

Among many functions, using sync.Mutex to secure a lock was complex and difficult. I took the approach of using sync.Map. I don't think this is the best response, but I think it's good that race conditions are gone. If you have any comments, please feel free to do so!

feat: selective sync
Signed-off-by: kshamajain99 [email protected]

issue: https://github.com/argoproj/argo-cd/issues/3877 argo-cd PR: https://github.com/argoproj/argo-cd/pull/5347

This feature applies only out-of-sync resources when ApplyOutOfSync=true option is provided by user.

Test performed:

Scenario: For an application with 10 deployments and 1 svc, deleting svc and syncing entire application (performing same action)

With ApplyOutOfSync=true enabled

INFO[0040] sync/terminate complete application=guestbook duration=507.61639ms syncId=00001-NPWVT

Without ApplyOutOfSync=true enabled

INFO[0114] sync/terminate complete application=guestbook duration=1.983608856s syncId=00002-orWNj

Update to Kubernetes v1.19.2

This is not working:

--- FAIL: TestDeploymentHealth (0.01s)
    health_test.go:30: 
                Error Trace:    health_test.go:30
                                                        health_test.go:18
                                                        health_test.go:35
                Error:          Received unexpected error:
                                failed to convert *unstructured.Unstructured to *v1.Deployment: converting (v1beta1.Deployment) to (v1.Deployment): unknown conversion
                Test:           TestDeploymentHealth
--- FAIL: TestAPIService (0.01s)
    health_test.go:30: 
                Error Trace:    health_test.go:30
                                                        health_test.go:18
                                                        health_test.go:102
                Error:          Received unexpected error:
                                failed to convert *unstructured.Unstructured to *v1.APIService: converting (v1beta1.APIService) to (v1.APIService): unknown conversion
                Test:           TestAPIService
FAIL

The reason is reflection-based conversion has been deprecated and disabled in Kubernetes v1.19.0 (https://github.com/kubernetes/kubernetes/pull/90018). That means health checking code needs to be re-worked to explicitly handle different GVKs for Deployment and APIService. I think ideally all conversion should be removed in favor of explicit handling. This is more performant, demands less memory and does not depend on the conversion functions in the scheme (which should only be used by Kubernetes itself, not by anything else - that's why they are not in k8s.io/api/k8s.io/client-go).

Also, it's a poor practice to mutate global variables in another package like that - if some other package does the same there will be a panic. https://github.com/argoproj/gitops-engine/blob/21b78bd366285511267e8f9cf7ec3c3a5fdbd3bc/pkg/health/health.go#L255-L258

fix: Increase discovery config burst rate

This change increases the api call burst rate for the discovery client config.

On clusters with lots of CRDs (which is way more common these days), the default discovery burst rate of 100 is not enough, leading to massive slowdowns during sync operations because the client side rate-limiter kicks in (indicated by lots of "Waited for X.XXs due to client-side throttling, not priority and fairness").

During my tests with our OpenShift clusters (which have a lot of CRDs by default; our current setup has ~250), the creation of 100 ConfigMaps took 4:03 minutes (tested multiple times with different sync settings) without this change. After implementing this change, the time went down to 5 seconds.

In its own "oc" Kubernetes client for OpenShift, Redhat uses a burst rate of 250 (see https://bugzilla.redhat.com/show_bug.cgi?id=1899575) but in our experience, even this is not enough. Hence the value of 350 in this PR.
chore(deps): bump github.com/spf13/cobra from 1.1.1 to 1.1.3
Bumps github.com/spf13/cobra from 1.1.1 to 1.1.3.

Release notes

Sourced from github.com/spf13/cobra's releases.

v1.1.3

Fix: release-branch.cobra1.1 only: Revert "Deprecate Go < 1.14" to maintain backward compatibility

v1.1.2

Notable Changes

Bump license year to 2021 in golden files (#1309) @Bowbaq

Enhance PowerShell completion with custom comp (#1208) @Luap99

Update gopkg.in/yaml.v2 to v2.4.0: The previous breaking change in yaml.v2 v2.3.0 has been reverted, see go-yaml/yaml#670

Documentation readability improvements (#1228 etc.) @zaataylor etc.

Use golangci-lint: Repair warnings and errors resulting from linting (#1044) @umarcor

Changelog

Sourced from github.com/spf13/cobra's changelog.

v1.1.3

Fix: release-branch.cobra1.1 only: Revert "Deprecate Go < 1.14" to maintain backward compatibility

v1.1.2

Notable Changes

Bump license year to 2021 in golden files (#1309) @Bowbaq

Enhance PowerShell completion with custom comp (#1208) @Luap99

Update gopkg.in/yaml.v2 to v2.4.0: The previous breaking change in yaml.v2 v2.3.0 has been reverted, see go-yaml/yaml#670

Documentation readability improvements (#1228 etc.) @zaataylor etc.

Use golangci-lint: Repair warnings and errors resulting from linting (#1044) @umarcor

Commits

8380ddd Fix typo

43d0bfc Update CHANGELOG.md for v1.1.3

db3e175 Revert "Deprecate Go < 1.14 (#1323)" to maintain v1.1 branch compatibility

7f95502 Update CHANGELOG.md for v1.1.2

07445ea Copyedit shell-completion related documentation

b73b344 ci: add GitHub Actions workflow 'Test' (#1339)

652c755 Use golangci-lint (#1044)

1d71ff0 Deprecate Go < 1.14 (#1323)

1135bde Update gopkg.in/yaml.v2 to v2.4.0

9df156e Cobra User Contract (#1292)

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chore(deps): bump github.com/go-logr/logr from 0.3.0 to 0.4.0
Bumps github.com/go-logr/logr from 0.3.0 to 0.4.0.

Release notes

Sourced from github.com/go-logr/logr's releases.

v0.4.0

Adds logr.WithCallDepth()

Deprecate logr/testing.NullLogger in favor of logr.Discard()

Commits

8fc6c73 Merge pull request #36 from thockin/eol-null-logger

9721152 Merge pull request #31 from thockin/with-call-depth

52a0608 Add optional CallDepth support

85b0f8d Effectively EOL testing.NullLogger

3dceec2 Merge pull request #35 from thockin/test-context

7efc461 Add tests for context funcs

a9c9b25 Merge pull request #34 from thockin/godoc-and-headers

4eabc2e Move comments arount for cleaner godoc

6a4674c Add missing header comments

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refactor: reduce usage of k8s.io/kubernetes packages

Updates https://github.com/argoproj/gitops-engine/issues/56.

The only usage left is in the diff: https://github.com/argoproj/gitops-engine/blob/0b4199b0013509f6a076ebb555842a5aabd338a6/pkg/diff/diff.go#L117

It uses the legacy scheme (via https://github.com/argoproj/gitops-engine/blob/master/pkg/utils/kube/scheme/scheme.go) to perform defaulting, which depends on all the internal k/k schemas. It's fragile (see https://github.com/argoproj/gitops-engine/issues/56#issuecomment-641761767) and it does not work for custom resources too. I wonder if there is a better way? Maybe it's possible to use the apply api with dry-run flag (don't know if that's a thing)?

Defaulting using the scheme was introduced in https://github.com/argoproj/gitops-engine/pull/154. /cc @jgwest

Regardless of the above, I think this PR is mergeable with one last step remaining to fix #56.
fix: Data race between gitops-engine's pkg/cache/cluster.go and itself, on Argo CD startup (#4627)
The fix is straightforward, as far as these things go:

Introduce a new lock, clusterCacheSync.lock which is only used for accessing the syncStatus fields of the cluster cache.

Move fields into a clusterCacheSync struct which is managed by that lock

This new lock is much cheaper to acquire than the cluster lock, since it does not block on the same heavyweight operations which use the cluster lock (with the one pre-existing exception of EnsureSynced's resync operation)

Add lock acquisition to code that uses syncStatus

Add comment describing rules for acquiring syncStatus so that we don't deadlock.

Parent issue: https://github.com/argoproj/argo-cd/issues/4627
Update namespace v2

Rename WithNamespaceCreation to WithNamespaceModifier, since this method is also used for modifying existing namespaces. This method takes a single argument for the actual updating, and unless this method gets invoked by its caller no updating will take place (fulfilling what the createNamespace argument used to do).

Within autoCreateNamespace, everywhere where we previously added tasks we'll now need to check whether the namespace should be created (or modified), which is now delegated to the appendNsTask and appendFailedNsTask methods.
feat: Add support for HPA v2 (autoscaling/v2)

Currently health check for HorizontalPodAutoscaler is limited to v1, v2beta1 and v2beta2. This MR adds support for v2 which is the default HPA API version on Kubernetes 1.23+

Without this MR, ArgoCD will fail to sync any applications that use HPA in Kubernetes 1.23+ clusters.
chore(deps): bump k8s.io/kubernetes from 1.21.0 to 1.21.3
Bumps k8s.io/kubernetes from 1.21.0 to 1.21.3.

Release notes

Sourced from k8s.io/kubernetes's releases.

Kubernetes v1.21.3

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Release Assets

Kubernetes v1.21.2

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Release Assets

Kubernetes v1.21.1

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Release Assets

Commits

ca643a4 Release commit for Kubernetes v1.21.3

4aa451e Merge pull request #103712 from wojtek-t/automated-cherry-pick-of-#101118-ups...

5131ff6 move upgrade test frameworks closer to Describe

f872796 Merge pull request #103488 from thejoycekung/automated-cherry-pick-of-#103235...

0ce3bf0 Update setcap image to buster-v2.0.3

2d6dd4e Update debian-iptables image to buster-v1.6.5

60ebb8b Update debian-base image to buster-v1.8.0

f967b1a Merge pull request #103670 from cpanato/automated-cherry-pick-of-#103669-upst...

73bbff8 Update to go1.16.6

13d1260 Merge pull request #103140 from sbangari/automated-cherry-pick-of-#103138-ups...

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feat: Expose validation webhook warnings in Argo CD UI

A warning handler has been added to this PR to display webhook validation warnings in the Argo CD user interface. This PR is related to Issue posted before. Warnings in the ArgoCD UI will look like this:
chore(deps): bump actions/cache from 2.1.6 to 3.2.2
Bumps actions/cache from 2.1.6 to 3.2.2.

Release notes

Sourced from actions/cache's releases.

v3.2.2

What's Changed

Fix formatting error in restore/README.md by @me-and in actions/cache#1044

save/README.md: Fix typo in example by @mmuetzel in actions/cache#1040

README.md: remove outdated Windows cache tip link by @me-and in actions/cache#1042

Revert compression changes related to windows but keep version logging by @Phantsure in actions/cache#1049

New Contributors

@me-and made their first contribution in actions/cache#1044

@mmuetzel made their first contribution in actions/cache#1040

Full Changelog: https://github.com/actions/cache/compare/v3.2.1...v3.2.2

v3.2.1

What's Changed

Release compression related changes for windows by @Phantsure in actions/cache#1039

Upgrade codeql to v2 by @Phantsure in actions/cache#1023

Full Changelog: https://github.com/actions/cache/compare/v3.2.0...v3.2.1

v3.2.0

What's Changed

fix wrong timeout env var key in README.md by @walterddr in actions/cache#959

Updated release doc with correct env variable by @kotewar in actions/cache#960

Create pull_request_template.md by @pdotl in actions/cache#963

Update README with clearer info about cache-hit and its value by @kotewar in actions/cache#961

Change datadog/squid to Ubuntu/squid in CI check by @bishal-pdMSFT in actions/cache#976

Add more details to version section in readme by @bishal-pdMSFT in actions/cache#971

Update hashFiles documentation reference by @asaf400 in actions/cache#979

Updated link for cache segment download info by @kotewar in actions/cache#986

Readme update for deleting caches by @t-dedah in actions/cache#981

Add oncall logic to assign issues and PRs by @vsvipul in actions/cache#997

Bump minimatch from 3.0.4 to 3.1.2 by @dependabot in actions/cache#998

Revert "Bump minimatch from 3.0.4 to 3.1.2" by @vsvipul in actions/cache#1005

Fix npm vulnerability by @Phantsure in actions/cache#1007

refactor: Use early return pattern to avoid nested conditions by @jongwooo in actions/cache#1013

Use cache in check-dist.yml by @jongwooo in actions/cache#1004

chore: Use built-in cache action to cache dependencies by @jongwooo in actions/cache#1014

Updated node example by @t-dedah in actions/cache#1008

Fix: Node npm doc example by @apascualm in actions/cache#1026

docs: fix an invalid link in workarounds.md by @teatimeguest in actions/cache#929

General Availability release for granular cache by @kotewar in actions/cache#1035 More details here on beta release.

New Contributors

@walterddr made their first contribution in actions/cache#959

@asaf400 made their first contribution in actions/cache#979

@jongwooo made their first contribution in actions/cache#1013

@apascualm made their first contribution in actions/cache#1026

@teatimeguest made their first contribution in actions/cache#929

... (truncated)

Changelog

Sourced from actions/cache's changelog.

3.2.2

Reverted the changes made in 3.2.1 to use gnu tar and zstd by default on windows.

Commits

4723a57 Revert compression changes related to windows but keep version logging (#1049)

d1507cc Merge pull request #1042 from me-and/correct-readme-re-windows

3337563 Merge branch 'main' into correct-readme-re-windows

60c7666 save/README.md: Fix typo in example (#1040)

b053f2b Fix formatting error in restore/README.md (#1044)

501277c README.md: remove outdated Windows cache tip link

c1a5de8 Upgrade codeql to v2 (#1023)

9b0be58 Release compression related changes for windows (#1039)

c17f4bf GA for granular cache (#1035)

ac25611 docs: fix an invalid link in workarounds.md (#929)

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chore(deps): bump actions/setup-go from 3.2.1 to 3.5.0
Bumps actions/setup-go from 3.2.1 to 3.5.0.

Release notes

Sourced from actions/setup-go's releases.

Add support for stable and oldstable aliases

In scope of this release we introduce aliases for the go-version input. The stable alias instals the latest stable version of Go. The oldstable alias installs previous latest minor release (the stable is 1.19.x -> the oldstable is 1.18.x).

Stable

steps: - uses: actions/checkout@v3 - uses: actions/setup-go@v3 with: go-version: 'stable' - run: go run hello.go

OldStable

steps: - uses: actions/checkout@v3 - uses: actions/setup-go@v3 with: go-version: 'oldstable' - run: go run hello.go

Add support for go.work and pass the token input through on GHES

In scope of this release we added support for go.work file to pass it in go-version-file input.

steps: - uses: actions/checkout@v3 - uses: actions/setup-go@v3 with: go-version-file: go.work - run: go run hello.go

Besides, we added support to pass the token input through on GHES.

Fix cache issues and update dependencies

In scope of this release we fixed the issue with the correct generation of the cache key when the go-version-file input is set (actions/setup-go#267). Moreover, we fixed an issue when the cache folder was not found. Besides, we updated actions/core to 1.10.0 version (actions/setup-go#273).

Support architecture input and fix Expand-Archive issue

This release introduces support for architecture input for setup-go action #253. It also adds support for arm32 architecture for self-hosted runners. If architecture is not provided action will use default runner architecture. Example of usage:

steps: - uses: actions/checkout@v3 - uses: actions/setup-go@v3 </tr></table>

... (truncated)

Commits

6edd440 fix log for stable aliases (#303)

38dbe75 Add stable and oldstable aliases (#300)

30c39bf Merge pull request #301 from jongwooo/chore/use-cache-in-check-dist

8377b69 Use cache in check-dist.yml

d0a58c1 Merge pull request #294 from JamesMGreene/patch-1

3dcd9d6 Update to latest actions/publish-action

e983b65 Merge pull request #283 from koba1t/add_support_gowork_for_go-version-file

27b43e1 Pass the token input through on GHES (#277)

7678c83 add support gowork for go-version-file

c4a742c fix(): cache resolve version input (#267)

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chore(deps): bump k8s.io/kubernetes from 1.24.2 to 1.26.0
Bumps k8s.io/kubernetes from 1.24.2 to 1.26.0.

Release notes

Sourced from k8s.io/kubernetes's releases.

Kubernetes v1.26.0

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Kubernetes v1.26.0-rc.1

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Kubernetes v1.26.0-rc.0

See kubernetes-announce@. Additional binary downloads are linked in the CHANGELOG.

See the CHANGELOG for more details.

Kubernetes v1.26.0-beta.0

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Kubernetes v1.26.0-alpha.3

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Kubernetes v1.26.0-alpha.2

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Kubernetes v1.26.0-alpha.1

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Kubernetes v1.25.5

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Kubernetes v1.25.4

... (truncated)

Commits

b46a3f8 Release commit for Kubernetes v1.26.0

2b26e0b Merge remote-tracking branch 'origin/master' into release-1.26

f63f31b CHANGELOG: Update directory for v1.25.5 release

6bb8d26 Merge remote-tracking branch 'origin/master' into release-1.26

7cba7e6 Merge pull request #114353 from dims/add-kms-to-1.26-rules-for-multiple-compo...

1da53d6 add kms as to 1.26 rules for multiple components

9fdeab5 Merge remote-tracking branch 'origin/master' into release-1.26

5b4a780 Merge pull request #114288 from xmudrii/pub-bot-1189

1272b72 Merge remote-tracking branch 'origin/master' into release-1.26

09d7286 Merge pull request #114284 from xmudrii/go-1194

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fix: hook lifecycle management was flaky

Occasionally hooks such as a PreSyncHook which had hook-delete-policy: BeforeHookCreation could get into a situation where the hook was forever stuck in "Pending deletion". This is despite the fact that the actual resource (e.g. Job) had successfully been deleted. This was intermittent and would only get stuck once in a while.

This change reworks the sync logic slightly such that we allow the Sync() logic to progress further down the method, into the portion of code that handles hook lifecycle. By doing so, we will attempt to manage a hook's lifecycle (deleted/created/etc...)

This is still being tested fully.

Signed-off-by: Jesse Suen [email protected]

Democratizing GitOps

GitOps Engine

Proposals, specifications and ideas

Governance

Get involved

Contributing to the effort

Owner

Argo Project

Comments

fix: race condition (#50)

feat: selective sync

Test performed:

Update to Kubernetes v1.19.2

fix: Increase discovery config burst rate

chore(deps): bump github.com/spf13/cobra from 1.1.1 to 1.1.3

v1.1.3

v1.1.2

Notable Changes

v1.1.3

v1.1.2

Notable Changes

chore(deps): bump github.com/go-logr/logr from 0.3.0 to 0.4.0

v0.4.0

refactor: reduce usage of k8s.io/kubernetes packages

fix: Data race between gitops-engine's pkg/cache/cluster.go and itself, on Argo CD startup (#4627)

Update namespace v2

feat: Add support for HPA v2 (autoscaling/v2)

chore(deps): bump k8s.io/kubernetes from 1.21.0 to 1.21.3

Kubernetes v1.21.3

Release Assets

Kubernetes v1.21.2

Release Assets

Kubernetes v1.21.1

Release Assets

feat: Expose validation webhook warnings in Argo CD UI

chore(deps): bump actions/cache from 2.1.6 to 3.2.2

v3.2.2

What's Changed

New Contributors

v3.2.1

What's Changed

v3.2.0

What's Changed

New Contributors

3.2.2

chore(deps): bump actions/setup-go from 3.2.1 to 3.5.0

Add support for stable and oldstable aliases

Stable

OldStable

Add support for go.work and pass the token input through on GHES

Fix cache issues and update dependencies

Support architecture input and fix Expand-Archive issue

chore(deps): bump k8s.io/kubernetes from 1.24.2 to 1.26.0

Kubernetes v1.26.0

Kubernetes v1.26.0-rc.1

Kubernetes v1.26.0-rc.0

Kubernetes v1.26.0-beta.0

Kubernetes v1.26.0-alpha.3

Kubernetes v1.26.0-alpha.2

Kubernetes v1.26.0-alpha.1

Kubernetes v1.25.5

Kubernetes v1.25.4

fix: hook lifecycle management was flaky

Related tags

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ORBOS - GitOps everything

Bootstrap curated Kubernetes stacks. Logging, metrics, ingress and more - delivered with gitops.

The Elastalert Operator is an implementation of a Kubernetes Operator, to easily integrate elastalert with gitops.

ArgoCD is widely used for enabling CD GitOps. ArgoCD internally builds manifest from source data in Git repository, and auto-sync it with target clusters.

Cluster bootstraps for GitOps

gokp aims to install a GitOps Native Kubernetes Platform

The Oracle Database Operator for Kubernetes (a.k.a. OraOperator) helps developers, DBAs, DevOps and GitOps teams reduce the time and complexity of deploying and managing Oracle Databases

Foundational systems for gitops-style AWS development workflows

Run infrastructure as code (IaC) software tools including CDK, Terraform and Cloud Formation via GitOps.

Weave Ignite is an open source Virtual Machine (VM) manager with a container UX and built-in GitOps management.

list or create gitlab project level variables for gitops

Digitalocean-kubernetes-challenge - Deploy a GitOps CI/CD implementation