AI Code

From Chat to Career: AI & Skills Are Essential

Discover how AI transforms real work across healthcare, finance, and law. Learn practical steps, Skills, and workflows to move from chat to career.

10 hrs ago • Meng Li

/goal & /loop as Verifiable AI Loops

Loop Engineering is not a magic command. Learn how to design verifiable, stoppable AI loops with /goal, /loop, harness, verifier, and stop rules for…

Jul 16 • Meng Li

Grok Build Now Open for Free Trial!

Try Grok Build free for 7 days. Experience unmatched speed, native multimodality with Grok 4.5, seamless Claude Code workflow, and powerful CLI tools.

Jul 15 • Meng Li

Grok Build Exposed Over Forced Full Repo Upload

Grok Build uploads your entire code repo without consent. Here is what actually happened and how to protect your privacy.

Jul 14 • Meng Li

I Read Both Superpowers and grill-me Source Codes

A deep source code comparison of two AI coding tools reveals why a 254k-star giant lost to a one-line skill in my daily workflow.

Jul 14 • Meng Li

Comet + OpenSpec + Superpowers = One Workflow

Comet bridges OpenSpec and Superpowers into a seamless workflow with state machine control, phase guards, and breakpoint recovery. MIT open source for…

Jul 13 • Meng Li

Loop Design Is Simpler Than You Think

Stop overcomplicating AI Loops. Learn the four simple Loop patterns and when to use each one effectively.

Jul 12 • Meng Li

GPT-5.5 Suddenly Got Dumber

Why does GPT 5.5 in Codex stop at fixed token counts like 516 and 1034 on complex tasks? Evidence shows shorter reasoning leads to more wrong answers…

Jul 7 • Meng Li

Superpowers 6.0: AI Optimizes Itself, Tokens Down 60%

Superpowers 6.0 slashes token use by 60% and build time by 50% with AI self-optimization. The top workflow for Claude Code, Codex, and more.

Jul 6 • Meng Li

How Does Codex Stay on Track for Hours?

Why Codex fails on long tasks and how a dedicated Evaluator keeps it on track. Essential reading for AI agent builders.

Jun 29 • Meng Li

Codex App: 10 Official Tips

Master 10 official Codex techniques to turn AI from a Q&A tool into a continuous work engine. Boost productivity with pinned chats, voice, loops, and…

Jun 26 • Meng Li

Claude Writes 80% of Code, Engineers Grow Lonelier

Claude now merges 80% of Anthropic's code. Learn how to build self-improving Agents with planning, error recovery, and long-context power.

Jun 25 • Meng Li

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