Avoid Power Bottlenecks in AI Builds
Size PSUs to handle sustained GPU draws and millisecond spikes; advice on headroom, dedicated cabling, efficiency ratings, UPS and circuits to avoid downtime.
Size PSUs to handle sustained GPU draws and millisecond spikes; advice on headroom, dedicated cabling, efficiency ratings, UPS and circuits to avoid downtime.
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.
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