# Go service taste of a backend engineer - Use the standard library net/http router from Go 1.22 before reaching for a framework. Confidence: 0.85 - Lay the project out as cmd/<service>/main.go plus internal/ packages, and skip pkg/. Confidence: 0.80 - Keep main.go thin: read config, wire dependencies and start the server. Confidence: 0.90 - Pass context.Context as the first argument to every function that does I/O. Confidence: 0.95 - Wrap errors with fmt.Errorf and %w, and check them with errors.Is and errors.As. Confidence: 0.95 - Log with log/slog in JSON format and include a request ID on every line. Confidence: 0.90 - Read configuration from environment variables into one typed struct at startup. Confidence: 0.85 - Fail fast at startup when required configuration is missing. Confidence: 0.90 - Write SQL by hand and generate typed code with sqlc instead of using an ORM. Confidence: 0.80 - Use pgx as the Postgres driver with a connection pool. Confidence: 0.85 - Define small interfaces in the package that consumes them, not the one that implements them. Confidence: 0.85 - Use table-driven tests with t.Run subtests. Confidence: 0.90 - Run go test with -race in CI on every pull request. Confidence: 0.90 - Lint with golangci-lint using a short, curated list of linters. Confidence: 0.80 - Shut down gracefully on SIGTERM with signal.NotifyContext and server.Shutdown. Confidence: 0.90 - Set explicit read, write and idle timeouts on every http.Server and http.Client. Confidence: 0.90 - Expose /healthz for liveness and /readyz for readiness. Confidence: 0.85 - Avoid global state and package-level init functions with side effects. Confidence: 0.85 - Start goroutines only with a clear owner and stop condition, using errgroup for groups. Confidence: 0.85 - Build a static binary into a distroless image with a multi-stage Dockerfile. Confidence: 0.80 - Add generics only when they remove real duplication. Confidence: 0.70
Performs WCAG compliance audits and accessibility remediation for web applications. Use when: 1) Auditing UI for WCAG 2.1/2.2 compliance 2) Fixing screen reader or keyboard navigation issues 3) Implementing ARIA patterns correctly 4) Reviewing color contrast and visual accessibility 5) Creating accessible forms or interactive components
Act as Core Systems Architect. Upgrade FRACTALMESH/TITAN OMEGA to v10355.0. Expose raw JSON streams (system, telemetry, revenue, logs) via Termux Node.js single-process HTTP/SSE on port 7789 with watchdog. Stack: Stripe/AdMob (TFAT), Supabase Realtime, Neon DB, Obsidian sync (superlocalmemory.git), ngrok, OpenHands, Hermes, KAI9000. Front-end: dense neon-dark console showing raw data blocks & log window. Use box-counting fractal dimension routing optimization ($D=4.5-7.5$).