Fix Missing Environment Variables in MCP Servers
GUI-launched MCP servers often miss your shell env; fix auth, PATH, and startup failures with env blocks, wrapper scripts, full paths, and debug logs.
GUI-launched MCP servers often miss your shell env; fix auth, PATH, and startup failures with env blocks, wrapper scripts, full paths, and debug logs.
Stop letting prompt tweaks cause silent regressions: version prompts, run golden-dataset CI from logs, use LLM judges, and block bad PRs automatically.
Learn how to create self-evolving AI workspaces using Codex. Discover key features like agents.md, skills, plugins, and memories to automate workflows effectively.
By 2026, AI code assistants handle routine development but vary widely in context limits, multi-agent autonomy, and pricing—pick by project size and budget.
I have a folder of half-built MVPs. Each one started the same way: Saturday morning, fresh coffee, Codex CLI open, a scaffolded auth flow by 10am. Then somewhere around hour four — usually right before the dashboard route — I asked the question I should have asked first. Does anyone actually want
Editorial note: Star count, skill count, and standards coverage are snapshots from the public jherrodthomas/automotive-skills-suite repository as of 7 May 2026. Treat the output of any builder skill as a draft your safety / cybersecurity / quality team reviews; assessor sign-off is still a human responsibility. Automotive software complexity grew roughly