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Table of Contents
Quick Summary: What You’ll Learn
In this guide you’ll get a practical, no-fluff walkthrough of what Weave GitOps is, how it works under the hood (it’s built on Flux), why teams pick it over alternatives, and how to install, operate, and scale it for real production use. Expect architecture diagrams in words, step-by-step install patterns, comparison with Argo/Flux, security and CI integration patterns, and realistic troubleshooting advice with commands and best practices. The factual, product-level claims in this article are grounded in Weaveworks’ docs and Flux ecosystem sources.

What is Weave GitOps?
Weave GitOps is a developer platform and UI built by Weaveworks that layers on top of the Flux GitOps engine to make continuous delivery for Kubernetes simpler and more accessible. At its core it exposes the powerful reconciliation model of Flux (the CNCF GitOps toolkit) but adds a user-friendly developer experience, dashboards, and enterprise features intended to help teams adopt GitOps without needing deep Kubernetes expertise. The project exists as both an open-source offering (Weave GitOps OSS) and an enterprise product with additional team and cluster management capabilities.
Why does Weave GitOps matter? GitOps itself — the practice of using Git as the single source of truth for cluster and application configuration — was popularized by Weaveworks. Flux, the reconciling engine, drives the actual apply/diff/rollback mechanics, while Weave GitOps packages UX, workflows, and multi-team scaling patterns that accelerate adoption across developer teams and platform engineering groups. If Flux is the engine, Weave GitOps aims to be the friendly dashboard, scaffolding and opinionated UX on top so organizations don’t have to build everything themselves.
Role of Weaveworks and Flux in GitOps
Weaveworks is one of the originators of the GitOps concept; Flux (now maintained within the Flux project and CNCF ecosystem) is their core open-source reconciler. Over time the ecosystem split into tooling and UX: Flux as the runtime, Weave GitOps as the packaged experience that leverages Flux under the hood. That means when you use Weave GitOps you’re using Flux primitives — Sources, Kustomizations, HelmReleases, controllers — but with extra developer tooling to help onboard, visualize, and manage deployments. This creates a blend: the robustness and CNCF support of Flux plus the polish and features of Weave’s product.
Read Also: GitOps vs DevOps vs DevSecOps
Open-Source vs Enterprise Editions
Weave GitOps offers an open-source core that includes the UI and many of the developer conveniences; it’s freely usable and intended for teams wanting an easy starting point for GitOps. The enterprise edition adds features designed for organizations operating many clusters and teams: team workspaces, tighter RBAC and governance integrations, cluster lifecycle automation (Cluster API integrations), and vendor support contracts. If you plan to scale to dozens or hundreds of clusters or require enterprise SLAs, the Enterprise variant is the option most organizations evaluate.
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10% OffCore Features and Capabilities
At a glance, Weave GitOps bundles these capabilities:
- Flux-based reconciliation: Uses Flux controllers to keep clusters in the desired state declared in Git — including Helm releases, Kustomize overlays, and plain Kubernetes manifests. This ensures automated drift correction and declarative rollouts.
- Developer-friendly UI: A dashboard that visualizes Git sources, reconciliation status, drift, resource health, and provides runbook-like guidance for resolving issues — making GitOps approachable for non-K8s experts.
- Multi-cluster and team management: Workspace constructs and enterprise features to map repos, clusters, and teams so platform engineers can delegate workloads safely and repeatedly.
- Observability & insights: Out-of-the-box status views, event logs, and integration points for monitoring systems that reduce the mean time to detect and repair misconfigurations.
Flux-based GitOps Engine
Flux provides the core primitives: Source CRDs (GitRepository, HelmRepository), Kustomization and HelmRelease CRDs, and controllers that reconcile declared state into the Kubernetes API. Weave GitOps leverages those primitives rather than replacing them, which means any Flux-native patterns work with Weave’s UI and additional tooling — you retain compatibility with the broader Flux ecosystem and CNCF projects. This is a big practical advantage: you get a tested engine backed by the community while benefiting from a guided UI.
Weave GitOps UI and Developer Experience
The UI is specifically designed to bridge the gap between developers (who want simple deployments) and operators (who need safe, auditable rollouts). It visualizes Git-to-cluster flows, shows resource health across clusters, surfaces reconciliation errors, and simplifies common operations like promoting a build or pinning an image. For teams where not everyone knows kubectl and kubernetes YAML, the UI lowers friction for day-to-day delivery.
Multi-Cluster and Multi-Team Management
Weave GitOps Enterprise adds constructs to manage multiple clusters and map them to teams and repositories. This lets platform teams codify policies, delegate environments (dev/staging/prod), and maintain governance across clusters — essential for organizations moving toward platform engineering at scale. The repo-based, declarative nature of GitOps meshes well with these constructs, enabling consistent, repeatable platform onboarding patterns.
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How Weave GitOps Works?
At a high level the architecture follows a familiar GitOps pattern:
- Git repositories store desired state (manifests, kustomize overlays, Helm values).
- Flux controllers (Source, Kustomization, HelmRelease) watch Git and repository artifacts and reconcile them into clusters.
- Weave GitOps UI & controllers provide visualization, workflows, and additional orchestration features on top of Flux.
- Cluster agents (where needed) enable multi-cluster connectivity and management from a centralized control plane.
Git as the Source of Truth: Repos, Branches, and Automation
Everything begins in Git. You structure repositories to represent environments, teams, or applications; branches and PRs become the controlled way to propose changes. Weave GitOps reads from configured Git sources and applies the manifests to clusters, while Git’s audit trail gives you a precise history of who changed what and when — a core GitOps benefit for security and compliance.
Read Also: How to install Git on Rocky Linux 9
Reconciliation loop
Flux continuously reconciles the live cluster state with the declared Git state. If drift is detected, Flux will either correct it automatically or signal an action depending on policies. Weave GitOps surfaces that loop in the UI, so teams can see pending reconciliations, errors, and health indicators without digging through multiple controllers. This observability is invaluable for rapid troubleshooting and safe operations.
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39% OffInstalling Weave GitOps
Getting Weave GitOps up and running is straightforward because it leans on Flux for the heavy lifting. The usual path is: prepare your cluster, bootstrap Flux (which installs the controllers), then install the Weave GitOps UI and wire your Git repo as the source of truth. Below is a practical, production-minded quickstart (commands are intentionally concrete so you can copy-paste).
Prerequisites (Short Checklist)
- A Kubernetes cluster (1.20+ often recommended; verify with docs for your exact Flux version).
kubectlconfigured for the target cluster.fluxCLI installed locallybrew install fluxcd/tap/flux
- A Git repository (GitHub/GitLab/Bitbucket) to hold your cluster manifests.
- Optional but recommended: an image registry and CI pipeline that pushes images with predictable tags.
(Weave GitOps docs and the Flux quick start both emphasize bootstrapping viaflux bootstrap.)
Bootstrap Flux into the Cluster
Flux’s bootstrap command creates the flux-system components and writes Flux manifests into your repo. Example for GitHub:
export GITHUB_TOKEN=ghp_... # Access Token w Repo Rights
flux bootstrap github \
--owner=YOUR_GH_USER \
--repository=YOUR_REPO \
--branch=main \
--path=clusters/your-clusterThis does several things: installs Flux controllers in the cluster, commits initial Flux manifests into the repo, and configures Flux to watch that repo path for K8s manifests. Use the Git provider flags appropriate to your Git host.
Install Weave GitOps UI (Open Source)
After Flux is running, you can add the Weave GitOps dashboard (it acts as a Flux UI). The Weave docs and Flux blog walkthrough show how the dashboard can be installed during or after bootstrapping. Often it’s a simple kubectl apply of the UI manifests or using the Weave CLI / Helm chart (check docs for the version you want). Example (conceptual):
# install weave-gitops OSS (conceptual — check docs for exact release/helm values)
kubectl apply -f https://raw.githubusercontent.com/weaveworks/weave-gitops/main/deploy/...The official docs provide the exact commands for the OSS dashboard or Enterprise UI.
App Manifests and Verify Reconciliation
Create a simple app folder (clusters/your-cluster/apps/podinfo) in your repo with a Kustomization or HelmRelease and commit. Flux (and therefore the UI) will detect the change and reconcile.
# clusters/your-cluster/apps/podinfo/kustomization.yaml (example)
apiVersion: kustomize.config.k8s.io/v1beta1
kind: Kustomization
resources:
- ../../base/podinfoThen watch reconciliation:
kubectl get kustomizations -n flux-system
flux get kustomizationsIf you see Ready True and resources show as healthy, your first GitOps flow worked. The Weave UI surfaces these statuses visually.
Best practices for Installation
- Keep Flux control plane minimal in the cluster that manages workloads. Consider a dedicated management plane for multi-cluster setups.
- Use
flux bootstrapfor reproducible installs—don’t hand-edit Flux manifests unless you track them in Git. - Store cluster secrets with SOPS or sealed-secrets and avoid plaintext secrets in Git.
- Start with small test environments (dev) before scaling to prod clusters; map each environment to a repo path or branch pattern.
The Weave docs and enterprise guides call out these patterns as well.
Weave GitOps Enterprise: Features for Scale
Weave GitOps Enterprise is designed for organizations that need team-based access controls, aggregated cluster visibility, and lifecycle features for many clusters. It doesn’t replace Flux — it augments Flux with platform-level constructs and centralized UX that are helpful when dozens or hundreds of clusters and multiple teams are involved.
Key Enterprise capabilities
- Aggregated cluster dashboard: View health, versions, node counts, and GitOps status across clusters in one place. This is useful for SREs and platform teams to triage cross-cluster issues.
- Team workspaces & RBAC: Map Git repos and clusters to teams; enforce which teams can deploy where without each team needing cluster-admin privileges. Enterprise provides UI-driven RBAC and integration points for identity providers.
- Cluster lifecycle integration (CAPI): Enterprise adds workflows to provision and manage clusters programmatically (Cluster API integration) — helpful for self-service cluster creation and onboarding.
- Prometheus alert aggregation & troubleshooting: Enterprise can aggregate alerts and correlate them with GitOps operations to speed incident investigation. [Refer to: How to install Prometheus on CentOS 8]
When Enterprise is worth it
- You manage many clusters and need centralized visibility.
- You need controlled delegation for developer teams with auditability and compliance.
- You want lifecycle automation (self-service cluster creation) tied to GitOps.
If your needs are smaller (single cluster or a few environments), Weave GitOps OSS + Flux may be sufficient. The AWS prescriptive guidance and Weave docs echo this division of concerns.
Operational notes
- Enterprise requires an entitlement/license for the supported distribution (check Weaveworks for current purchasing and entitlements); installation includes applying an entitlements secret and installing an enterprise UI server.
- Even with Enterprise, Flux components remain the source-of-truth workers — upgrades to Flux and compatibility should be planned as part of the platform lifecycle. Monitor upstream Flux releases and test upgrades in a staging environment.
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This is one of the top architecture decisions teams face. Short version: Flux is the underlying engine (reconciler), Argo CD is an alternative engine with a different UX and feature emphasis, and Weave GitOps is a packaged UX and platform on top of Flux. Which to choose depends on priorities.
How they line up (high level)
- Flux (core): Lightweight, CLI-first, built for K8s-native workflows and automation (multiple source types like Git, Helm). It’s CNCF-backed and designed to be composable. If you want a programmable, modular engine and plan to build your own UX or automation, Flux is excellent.
- Argo CD: Application-centric UI, strong multi-cluster support, and a mature web UI out of the box. Teams that want a very UI-driven approach and application-level management often pick Argo CD. Comparative writeups note Argo’s richer UI and Flux’s CLI and modularity trade-offs.
- Weave GitOps: Essentially Flux + opinionated UI/enterprise features from Weaveworks. If you like Flux primitives but want a guided dashboard, team workspaces, and faster onboarding, Weave GitOps is the middle ground.
Read Also: Argo Workflows Automation in Kubernetes
When to pick Weave GitOps
- You already prefer Flux (or want Flux primitives) but need an out-of-the-box UI and team-facing features.
- You want Weaveworks’ approach to platform engineering (repo structure, onboarding patterns) bundled with enterprise governance.
- You want minimal customization to get a Flux-based dashboard quickly. The Flux blog even shows using Weave GitOps as a Flux UI.
Trade-offs to be aware of
- Argo CD might provide more advanced application-level features (e.g., built-in app grouping and diffing) for certain workflows; Flux + Weave GitOps focuses on Flux-style primitives (Kustomize, HelmRelease, Sources) and a simplified UX. Comparative guides from cloud vendors and tooling blogs summarize these trade-offs.
CI + GitOps: Integrating your Pipelines
GitOps covers the CD side; CI still builds artifacts (images, Helm charts, SBOMs). The typical pattern is: CI builds and publishes an artifact, then either updates a manifest in Git (image tag bump) or creates an image tag that Flux’s image automation detects and applies.
Where CI fits
- Build stage: compile, run tests, produce container images.
- Publish stage: push images to registry with a semantic tag or digest.
- Promote stage (CI or automation): update Git manifests (e.g., a
Kustomizationimage tag or a Helm values file) so Flux reconciles the new image. Some teams prefer the CI pipeline to commit the manifest update; others prefer image automation controllers to detect and open PRs automatically.
Image Automation Patterns
- CI commits manifest updates: CI updates
kustomization.yamlor Helm values in Git and creates a PR; teams review and merge to promote to the next environment. This gives tight control but requires CI to have Git credentials. - Flux image automation: Flux offers image scanning and automation controllers (ImageRepository, ImagePolicy, ImageUpdateAutomation) that can create PRs or directly update manifests when a new image passes policy. This decouples artifact pushing from Git commits and keeps the GitOps model consistent (Git is always the source of truth).
PR-driven delivery & approvals
A common pattern is PR → automated checks (CI tests, vulnerability scans) → merge → Flux reconciles. Tools like GitHub Actions/GitLab CI integrate well with both approaches. For regulated environments, require PR approvals and use policy-as-code gates (OPA/Gatekeeper) to enforce constraints before a manifest merge.
Practical Tips
- Use immutable digests in production manifests where possible for reproducibility (image@sha256:…).
- Keep image automation conservative for prod (e.g., create PRs rather than auto-merge) and more permissive for dev.
- Integrate image scanning (Trivy, Clair) and SBOM generation into CI to satisfy supply-chain security requirements. Many prescriptive guides recommend pairing GitOps with supply-chain scanning.
Common patterns and recipes
This section bundles practical patterns you’ll reach for when running Weave GitOps (Flux) in production. These are battle-tested ways teams manage progressive delivery, secrets, and environment overlays.
Canary & Progressive Delivery
- Flagger or Argo Rollouts integration: Flagger (originally from Weaveworks) can hook into Flux/Weave GitOps to automate canary analysis (metrics-based) and progressive promotion. Flagger watches Kubernetes resources and executes traffic shifting policies (via service mesh or ingress) based on metrics. Use Flagger for gradual rollouts with automated rollbacks on error.
- Metric-backed promotion: combine Prometheus/Grafana metrics, Flagger policies, and Flux to ensure a canary only promotes when KPIs (error rate, latency) are acceptable.
Blue-Green Deployments
- Use separate namespaces or deployment labels with ingress/Service switching to perform blue-green swaps. Git keeps both manifests; Flux reconciles the selected active color. This is simple and effective for low-latency cutovers.
Secrets & Overlays
- Kustomize + SOPS: encrypt environment-specific values with
sopsand commit to Git. Kustomize overlays per environment allow differences between dev/staging/prod without duplicating base manifests. Flux and Weave GitOps can be configured to decrypt and apply SOPS-encrypted manifests at reconciliation time (or you can use sealed-secrets). Protect your KMS keys and restrict decryption keys to the clusters that need them.
Environment Overlays & Repo Strategies
- Monorepo per platform: have one repo that maps environments as paths (e.g.,
clusters/prod,clusters/staging) — simpler ops but requires more repo governance. - Per-application repo: each app owns its repo; use a central repo for environment composition. This offers team autonomy but needs tooling to assemble full platform manifests. Choose based on team size and autonomy needs; Weave GitOps supports either model since it is Flux-based.
Observability & Drift Detection
- Keep reconciliation and resource health visible in the Weave UI so developers and SREs can quickly identify drift. Combine Flux events with Prometheus alerts for automated detection of reconciliation failures. Enterprise features surface cross-cluster drift more easily if you run many clusters.
Troubleshooting & day-2 operations
Running Weave GitOps in production means you’ll face the reality of reconciliation errors, failed rollouts, or drift that requires intervention. The good news: GitOps itself gives you auditability and reversibility, so most “day-2” problems are easier to diagnose than with ad-hoc kubectl usage. Still, it’s useful to have a playbook.
Diagnosing Reconciliation Failures
Flux controllers emit events when reconciliation fails. The fastest checks are:
flux get kustomizations
flux logs --namespace=flux-system --level=error
kubectl describe kustomization <name> -n flux-systemMost failures boil down to one of three categories:
- Invalid manifests in Git,
- External dependencies unavailable (Helm repo timeout, registry issues), or
- RBAC/permissions preventing resources from being applied.
The Weave GitOps dashboard surfaces errors in a friendlier way, but under the hood it’s these Flux events and logs. Cross-reference with kubectl get events in the namespace of the failing resource.
Rollbacks & Recovery
Because the source of truth is Git, rolling back is simply a git revert of a commit. Flux (and therefore Weave GitOps) sees the manifest rollback and reconciles the cluster back to the older version. This is a huge safety net. For “hotfix” emergencies, you can push a commit directly to production branch (with approvals if policy requires). After the fix is validated, backfill dev/staging repos to keep environments consistent. Best practice is never to kubectl-edit live resources directly unless absolutely necessary, since Flux will override them anyway.
Monitoring & Alerting
For day-2, integrate Prometheus + Grafana with Flux metrics. Flux exposes reconciliation metrics (success/fail counts, duration), which can trigger alerts when reconciliations consistently fail or drift keeps recurring. Weave GitOps Enterprise aggregates alerts across clusters, making SRE life easier. Consider SLOs like: “95% of Kustomizations reconcile successfully within 5 minutes.” The Flux docs and prescriptive guides recommend making GitOps metrics part of your observability stack.
Practical Advice
- Keep reconciliations small — don’t cram every app into a single Kustomization; smaller units mean easier troubleshooting.
- Tag container images immutably; mutable “latest” tags are a recipe for confusion when debugging drift.
- Train developers to use the Weave GitOps UI for first-line debugging, then escalate to SREs if controllers show deeper issues.
Security, Compliance, and Governance
Weave GitOps shines when you need an auditable, secure delivery workflow. GitOps inherently creates an audit log (Git history), but organizations often need additional controls for compliance frameworks (SOC2, HIPAA, PCI, etc.).
Auditing with Git history
Every change is a Git commit — who did what, when, and why (commit message). Combine this with branch protection (required reviews, signed commits) and you have a clear chain of custody. If auditors ask how a change reached production, you show the Git commit and reconciliation logs. This is far more traceable than ad-hoc kubectl apply.
Supply chain security
Shift-left practices like image scanning, Software Bill of Materials (SBOMs), and signed images are critical. Pair CI with Trivy/Grype scanning, produce SBOMs, and use Cosign to sign container images. Flux can be configured to pull only signed images, enforcing integrity at deploy time. Combine with GitOps and you ensure that only trusted, scanned, and signed artifacts are admitted to clusters. This is increasingly required by government and enterprise security guidelines.
Policy as Code
Integrate OPA Gatekeeper or Kyverno to enforce cluster policies at reconciliation. For example: “All deployments must use resource limits,” or “No container runs as root.” These policies run alongside GitOps, rejecting non-compliant manifests even if they exist in Git. This provides another safety layer — Git is the intention, policies are the guardrails, and Flux/Weave enforce them in real-time. Weave GitOps Enterprise can surface violations in its dashboard for better visibility.
RBAC & Secrets
Enterprise Weave GitOps provides team-level RBAC mappings to Git repos and clusters, ensuring developers can deploy apps without cluster-admin rights. Secrets should never be in plaintext in Git; use SOPS (with KMS, Vault, or GCP/AWS/Azure backends). Flux can decrypt secrets at runtime. This keeps Git clean while still automating everything.
Read Also: Kubernetes Secrets Encryption: A Practical Guide
Cost considerations & deployment models
Like all platform choices, the cost of Weave GitOps depends on scale and how you choose to run it.
Self-Hosted OSS
Weave GitOps OSS is free. Your only costs are infrastructure (cluster resources for Flux controllers, Weave UI, and the apps themselves) and operational overhead. For small teams, this is often all you need.
Enterprise License
Weave GitOps Enterprise is a paid product. Pricing depends on entitlements and scale; enterprises typically negotiate contracts with Weaveworks. What you get for the spend: commercial support, advanced UI features, multi-cluster lifecycle management, RBAC integrations, and compliance tooling. If you’re in regulated industries, the license cost may be justified by compliance overhead savings.
Managed / Cloud offerings
Some cloud vendors bundle GitOps offerings with managed Kubernetes (e.g., Amazon EKS Blueprints with Flux/Weave GitOps integrations). In this model, cost is bundled into managed service pricing, but you trade some control for convenience. Evaluate cloud-native GitOps options if you prefer offloading operations.
TCO tips
- Controller overhead is modest; Flux controllers are lightweight, so infra cost is minimal.
- The bigger cost is human time: onboarding teams, repo design, governance. Weave GitOps Enterprise reduces this by providing a polished UI and governance features.
- For multi-cluster ops, consider centralizing reconciliation on a management plane cluster to reduce duplicated controller workloads.
Real-world adoption stories & use-cases
Organizations adopt Weave GitOps for different reasons, but the themes are consistent: faster onboarding, reduced manual errors, and compliance visibility.
Developer-centric onboarding
Startups and small teams often adopt Weave GitOps OSS because the dashboard gives developers visibility without needing kubectl. A new developer can commit a change and immediately see reconciliation results in the UI, making GitOps less intimidating.
Platform engineering in the enterprise
Large orgs use Weave GitOps Enterprise as part of a platform engineering strategy: one central platform team sets repo structure, cluster lifecycle, and guardrails, while developer teams onboard by forking repos and pushing PRs. Enterprise features like team workspaces and RBAC help them delegate safely at scale.
Common sectors
- Finance & regulated industries: GitOps auditability + policy enforcement fits compliance needs.
- SaaS providers: multi-tenant platforms benefit from multi-cluster lifecycle management and quick rollbacks.
- Telco/edge: lightweight Flux controllers + centralized Weave UI support GitOps at the edge.
These use-cases reflect where GitOps adoption is growing fastest across the CNCF landscape.
Future roadmap & ecosystem trends
Weave GitOps is closely tied to the Flux ecosystem, which is a CNCF incubating project. Flux continues to add features like OCI artifact support, improved Helm capabilities, and image automation enhancements. As Flux grows, Weave GitOps inherits those benefits.
Ecosystem directions
- Observability: Expect tighter integrations with Prometheus/Grafana and maybe OpenTelemetry. Drift detection will continue to improve.
- Policy integration: OPA/Kyverno and supply chain security tooling are becoming standard parts of GitOps pipelines.
- Multi-cloud & hybrid adoption: With enterprises running multiple clusters across clouds, Weave GitOps Enterprise will likely expand lifecycle and governance features.
- Developer UX: Expect simplified PR-to-deploy pipelines, template-driven onboarding, and even GitOps-as-a-service offerings.
The trajectory aligns with CNCF’s push toward platform engineering and secure software supply chains.
Conclusion & Recommended Next Steps
Weave GitOps builds on Flux to make GitOps more accessible, observable, and enterprise-ready. The OSS version gives developers a UI and smoother onboarding, while the Enterprise edition adds multi-cluster visibility, RBAC, and cluster lifecycle automation for platform engineering teams. If you’re starting small, bootstrap Flux, add the Weave UI, and get your first reconciliation working. If you’re scaling to dozens of clusters with compliance requirements, evaluate Enterprise.
Either way, the GitOps model — Git as source of truth, Flux reconciliation, policy enforcement — will give your teams safer, faster, and more auditable delivery pipelines. The future of Kubernetes delivery is declarative, and Weave GitOps is a strong option to get there.
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FAQs
1. Is Weave GitOps just Flux with a UI?
Not exactly. It uses Flux under the hood, but adds UI, team workspaces, RBAC, cluster lifecycle integrations, and commercial support in Enterprise.
2. Can I run Weave GitOps without Flux?
No — Weave GitOps depends on Flux controllers. Think of Weave as Flux plus extra UX and governance features.
3. What’s the difference between Weave GitOps OSS and Enterprise?
OSS provides the UI and core features for free; Enterprise adds team RBAC, multi-cluster lifecycle management, compliance dashboards, and vendor support.
4. How does Weave GitOps compare to Argo CD?
Argo CD has a strong UI and app-centric model. Weave GitOps is Flux-based, with a simpler UI and strong governance features in Enterprise. Choose based on whether you prefer Flux primitives or Argo’s application model.
5. What’s the recommended repo structure for Weave GitOps?
Common strategies include monorepo (all envs in one repo) and app-per-repo. Start small with monorepo, then evolve to multiple repos as teams scale.

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