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+# PR #2796: Workflow Design Impact Analysis
+
+## Affected Workflows
+- **Local Development Workflow**: This workflow is described in `docs/development-guide.md` under "Option 2 - Local Cluster". The PR updates the steps for Minikube deployment, adding a dedicated manifest file `release/minikube-kubernetes-manifests.yaml` and altering the process to improve compatibility and ease of use without needing to build images locally. Justification: The changed file `docs/development-guide.md` directly modifies the instructions for local cluster setup, specifically enhancing Minikube support, and the new manifest is referenced in those instructions. See [PR #2796](https://github.com/GoogleCloudPlatform/microservices-demo/pull/2796) for details.
+
+No other workflows are impacted. Note: The repository does not contain `.exp/workflows.json` or `.exp/design-workflow-*.md` files as assumed in the analysis template, so workflows are inferred from relevant documentation (e.g., development guide describing key processes).
+
+## Local Development Workflow Analysis
+### Summary of design changes
+The PR affects the local development workflow for Minikube by introducing a specialized deployment method optimized for this environment. Previously, users followed a uniform process using Skaffold for all local clusters (Minikube, Kind, Docker Desktop), which involved building Docker images from source and deploying manifests assuming cloud-like features (e.g., LoadBalancer services). The changes streamline Minikube setup:
+
+- **New components added**: `release/minikube-kubernetes-manifests.yaml` – a comprehensive Kubernetes manifest including all microservices (Deployments, Services, ServiceAccounts), using pre-built images from `us-central1-docker.pkg.dev/google-samples/microservices-demo/:v0.10.2`, with frontend-external service changed to `NodePort` for Minikube compatibility, and comments suggesting reduced CPU/memory resources to fit local constraints.
+- **Steps modified**: In `docs/development-guide.md`, the Minikube subsection now instructs `kubectl apply -f ./release/minikube-kubernetes-manifests.yaml` instead of `skaffold run`, bypassing image builds (previously ~20 minutes). Adds verification of services and uses `minikube service frontend-external` for automatic browser access, replacing manual port-forward.
+- **Other updates**: Separates instructions for Minikube and Kind (Kind retains Skaffold); removes Docker Desktop guidance (likely as it's similar to Minikube); explains changes like service type adjustments.
+
+These implement a quicker, non-development (demo/testing-focused) path for Minikube, decoupling it from source code builds.
+
+**Potential benefits**: Reduced setup time and complexity for quick local demos/testing; better resource efficiency; native tool integration (minikube service).
+**Implications**: For active development with code changes, Skaffold is still needed separately; relies on specific image tags (may lag behind latest code); potential need for users to enable Minikube addons if any; differentiates workflows per local tool.
+
+The documentation (`docs/development-guide.md`) describes the workflow textually but contains no Mermaid diagrams. Thus, no existing diagrams require updates. For illustration, the following diagram shows the key differences in the Minikube deployment flow:
+
+```mermaid
+flowchart TD
+  subgraph existing ["Existing Local Deployment Workflow (applicable to Minikube before PR)"]
+    E1["Launch local K8s cluster <br/> e.g. minikube start --cpus=4 --memory=4096 --disk-size=32g"]:::base
+    E2["Verify connection <br/> kubectl get nodes"]:::base
+    E3["Skaffold run <br/> Builds all service images from source <br/> Deploys using kubernetes-manifests.yaml <br/> Includes LoadBalancer service"]:::modified
+    E4["Check pods readiness <br/> kubectl get pods"]:::base
+    E5["Port forward frontend <br/> kubectl port-forward deployment/frontend 8080:8080"]:::modified
+    E6["Access app at localhost:8080"]:::base
+    E1 --> E2 --> E3 --> E4 --> E5 --> E6
+  end
+
+  subgraph proposed ["Proposed Minikube-Specific Workflow (after PR)"]
+    P1["Launch Minikube with resources <br/> minikube start --cpus=4 --memory 4096 --disk-size 32g"]:::added
+    P2["Verify nodes <br/> kubectl get nodes"]:::base
+    P3["Deploy manifests <br/> kubectl apply -f release/minikube-kubernetes-manifests.yaml <br/> Uses pre-built images <br/> NodePort for frontend-external <br/> Adjusted resources"]:::modified
+    P4["Check pods <br/> kubectl get pods"]:::base
+    P5["Check services <br/> kubectl get services"]:::added
+    P6["Expose service <br/> minikube service frontend-external <br/> Opens browser automatically"]:::modified
+    P7["Access web frontend"]:::base
+    P1 --> P2 --> P3 --> P4 --> P5 --> P6 --> P7
+  end
+
+  E1 -.->|"slightly modified"| P1
+  E2 -.->|"unchanged"| P2
+  E3 -.->|"changed to"| P3
+  E4 -.->|"unchanged"| P4
+  E5 -.->|"changed to"| P6
+  E6 -.->|"similar"| P7
+
+  classDef base fill:#e3f2fd,stroke:#1976d2,stroke-width:2px
+  classDef added fill:#e8f5e8,stroke:#388e3c,stroke-width:3px
+  classDef modified fill:#fff3e0,stroke:#f57c00,stroke-width:3px
+```
+
+- **Green rectangles (additions)**: New steps like checking services and using Minikube-specific launch/resources.
+- **Yellow rectangles (changes)**: Updated deployment (apply vs skaffold), exposure (service vs port-forward).
+- **No red rectangles (removals)**: Old Skaffold approach remains viable for other locals or full dev cycles, but replaced for Minikube quick-start.
+
+No updates to `.exp` design documents are needed, as none exist and changes are already incorporated into `docs/development-guide.md` by the PR.
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