sai

Diagnose and fix flaky e2e tests and connectivity issues in service mesh environments (Kuma, Istio, Linkerd, Consul). 11 root causes, Envoy debug scripts, minimal fixes.

Write tests that verify behavior (not implementation), use table-driven/parameterized patterns, and minimize mocking. Supports Go, Python, TypeScript, Java, and Rust.

Daily AI news digest covering technical advances, business news, and engineering impact

List, reply to, resolve, and create GitHub PR review comment threads

Clean up local branches with deleted remote tracking and their worktrees

Non-interactive hunk staging for selective git add without TTY

Auto-review Go code for 100+ common mistakes from 100go.co. Checks error handling, concurrency, interfaces, performance, testing, and stdlib usage.

Make text sound natural by removing AI writing patterns

Interactive KubeCon CFP submission writer with data-driven insights from 1,100+ accepted talks

Turn rough instructions into optimized, evidence-based prompts for AI agents

Audit and fix CLAUDE.md files using tiered binary checklist

Review and fix Claude Code skill definitions using tiered binary checklist

Generate a semantic slug for the current session and copy the /rename command to clipboard

Staff-engineer-level code review evaluating architectural alignment, failure modes, observability, security, and cross-team impact.

Build and refine staff-level engineering resumes through interactive coaching, research-backed best practices, and per-job tailoring