CI/CD

Gate 0 of the development cycle. Executes code implementation using the appropriatespecialized agent based on task content and project language. Handles TDD workflowwith RED-GREEN phases. Follows project standards defined in docs/PROJECT_RULES.md.

7 specialist developer agents for backend (Go/TypeScript), DevOps, frontend,design, QA, and SRE. Dispatch when you need deep technology expertise.

Build high-performance gRPC services with Protocol Buffers, bidirectional streaming, and microservice communication. Use when building gRPC servers, defining service contracts, or implementing inter-service communication.

Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker integration, and deployment strategies.

Design and implement GraphQL APIs with schema design, resolvers, queries, mutations, subscriptions, and best practices. Use when building GraphQL servers, designing schemas, or migrating from REST to GraphQL.

Implement feature flags (toggles) for controlled feature rollouts, A/B testing, canary deployments, and kill switches. Use when deploying new features gradually, testing in production, or managing feature lifecycles.

Implement server-side rendering with template engines, view layers, and dynamic content generation. Use when building server-rendered applications, implementing MVC architectures, and generating HTML on the server.

Design color palettes that are accessible to all users including those with color blindness. Ensure sufficient contrast, meaningful use of color, and inclusive design.

Cross-project dependency mapping and analysis skill for identifying, tracking,and managing dependencies across portfolio projects.

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve efficiency for better performance and reliability.

Configure Nginx web server for high-performance reverse proxy, load balancing, SSL/TLS, caching, and API gateway functionality.

KPI and metrics dashboard workflow covering metric definition, data sourcing,visualization design, and anomaly detection. Delivers actionable dashboards.

Create and manage mocks, stubs, spies, and test doubles for isolating unit tests from external dependencies. Use for mock, stub, spy, test double, Mockito, Jest mocks, and dependency isolation.

Structured workflow for production incident management following SRE best practices.Covers incident declaration, triage, coordination, resolution, and post-mortem.

Manage project dependencies across languages including npm install, package versioning, dependency conflicts, security scanning, and lock files. Use when dealing with dependencies, version pinning, semantic versioning, or resolving conflicts.

Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests, and clean up resources properly. Use when deploying containerized applications, handling server restarts, or ensuring zero-downtime deployments.

Analyze network structures, identify communities, measure centrality, and visualize relationships for social networks and organizational structures

Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and high availability.

Plan and execute effective sprints using Agile methodologies. Define sprint goals, estimate user stories, manage sprint backlog, and facilitate daily standups to maximize team productivity and deliver value incrementally.