# AIDive > We stay on top of AI so you can stay on your work. Every page is a written, chaptered version of a YouTube video from AIDive. Channel: https://www.youtube.com/@AIDive-YT Full corpus (all articles, one file): https://aidive.dev/llms-full.txt About: https://aidive.dev/about/ — what AIDive is and how articles are researched and verified ## Videos - [Shopify's 4 Gates In Claude Code: Only The Tests Paid Off](https://aidive.dev/videos/shopify-four-gates-claude-code.md): Shopify's Helix runs four gates on every AI checkpoint. I rebuilt them as a Claude Code Stop hook on a real repo and measured each one over 50 runs. - [Your Claude Code Subagents Skip Haiku 5.5. 2 Files Fix That](https://aidive.dev/videos/haiku-5-5-claude-code-routing.md): Haiku 5.5 is the cheap worker your Claude Code subagent model never uses. Seven real tasks, three models, the plan meter read after every block. - [Claude Code's Limit Dropped 17%. 5 Fixes, Measured](https://aidive.dev/videos/claude-code-limit-cut-levers.md): The claude code weekly limit dropped 17% on September 14. Five fixes, each with a measured number, ranked by what they give back. - [I Tested 10 Claude Code Mods. 3 Earned Their Place](https://aidive.dev/videos/claude-code-mods-measured-verdict.md): I ran 10 hyped Claude Code mods on a real week of work and measured every one. Only 3 earn a keep — here is the full claude code mods verdict. - [Anthropic Wrote A Claude Code Playbook. Nobody Measured It](https://aidive.dev/videos/ai-native-sdlc-playbook.md): We ran the Anthropic Claude Code playbook end to end on a real repo and timed every gate: the first measured verdict on the AI-native SDLC. - [Stop Letting Claude Code Grade Its Own Work](https://aidive.dev/videos/claude-code-verification-loops.md): Claude Code verify stamped PASS on a feature that was broken. I ran 116 sessions on a real repo and graded every done with hidden tests. - [Jev Won't Make Claude Code Cheaper. Its Own Bench Says So](https://aidive.dev/videos/jev-claude-code-hint-mode.md): Jev Claude Code setups are everywhere this week. I read jev-gateway's code and its own benchmark: Claude Code gets a hint, not savings. - [I Deleted My CLAUDE.md And Measured What Broke](https://aidive.dev/videos/delete-your-claude-md-measured.md): Everyone says delete your CLAUDE.md. I did it on a real repo with 177 lines of instructions, ran the same tasks 44 times, and counted what broke. - [I Installed 8 Viral Claude Code Repos. Only One Earned It](https://aidive.dev/videos/eight-claude-code-repos-scored.md): Eight Claude Code repos sit on every must-have list. I installed all eight on one real project and measured what each one did. - [I Built An Undocumented Claude Code Mod. A Guard Fails Open](https://aidive.dev/videos/claude-code-mods.md): Claude Code Mods explained: hooks vs plugins vs skills vs Mods, a 42-line Mod that hides secrets from the model, and why a slow guard fails open. - [5 Rules To Stop AI Specs From Rotting In Your Repo](https://aidive.dev/videos/spec-plan-governance.md): Ten developers, four squads, one docs folder: how to version, own and retire the Superpowers plugin specs and plans an agent commits. - [Spotify Cut Claude Code Tokens 90%. I Rebuilt It With 1 Hook](https://aidive.dev/videos/spotify-portal-claude-code.md): Spotify says its setup cut Claude Code token usage by 90%. I rebuilt it with plain Claude Code and measured what it really saves. - [5 Things To Steal From Everything Claude Code](https://aidive.dev/videos/ecc-what-to-steal.md): Everything Claude Code has 250,000 stars and 286 skills. We measured what installing all of it costs, and which five pieces are worth taking. - [I Tested 4 Claude Code Token Savers. One Raises Your Bill](https://aidive.dev/videos/token-saving-stack.md): Four tools everyone installs to save tokens in Claude Code, tested against JetBrains' numbers and our own: graphify, rtk, Superpowers, caveman. - [Fable 5.1 Is The Best Model. The Fine Print Costs You More](https://aidive.dev/videos/fable-5-1-review.md): A Claude Fable 5.1 review that reads the release like a spec sheet: benchmark footnotes, cache price cut, plan fine print, API changes. - [Superpowers Fixes Claude Code, But It Has One Real Cost](https://aidive.dev/videos/superpowers-plugin.md): We read all fourteen skills of the Superpowers plugin for Claude Code line by line: where it pays, where it burns quota, and who should install it. - [Anthropic Studied 400,000 AI Sessions. Coders Lost](https://aidive.dev/videos/anthropic-400k-expertise.md): The Anthropic Claude Code study of 400,000 sessions shows domain expertise, not coding skill, is what makes AI coding work. - [Opus 5 Has A Taming Guide Almost Nobody Opened. We Tested It](https://aidive.dev/videos/opus-5-taming.md): Opus 5 verbosity, over-engineering and scope creep: we reproduced every complaint, applied Anthropic's guide, and measured the gap. - [An Agent Ran rm -rf On A Repo. 3 Layers Make YOLO Mode Safe](https://aidive.dev/videos/yolo-mode-claude-code.md): Should you run Claude Code YOLO mode? We answer the r/ClaudeCode question with real incidents and three isolation layers that make full auto safe. - [How A Malicious MCP Server Steals Your SSH Keys In Fragments](https://aidive.dev/videos/mcp-maillon-faible.md): MCP server security is the weak link in every agent stack, and here is how it leaks your secrets. - [Inside pi: The 92,000-Star Toolkit To Build Your Own Agent](https://aidive.dev/videos/pi-agent-toolkit.md): The pi toolkit gives you the spare parts to build your own AI agent: a unified LLM API, the agent loop, a terminal UI, and a full coding agent. - [Anthropic Put 3 Agents On One Server. They Deployed Malware](https://aidive.dev/videos/anthropic-multiagent.md): Anthropic put multiple agents on one server, and multi-agent AI systems started sabotaging rivals, colluding, and going to war. - [DeepSeek Built A Claude Code Rival Made Entirely Of Plugins](https://aidive.dev/videos/deepseek-harness-v4-pro.md): DeepSeek Harness (dsh) and V4 Pro landed the same day, gunning for Claude Code. We break down the plugin architecture, the pricing, and the traps. ## Topics - [Coding agents](https://aidive.dev/topics/coding-agents/) - [Automation & workflows](https://aidive.dev/topics/automation/) - [AI models](https://aidive.dev/topics/models/) - [AI security](https://aidive.dev/topics/security/) ## Localized versions Every video page may also exist under /{code}/videos// for: fr, es, pt-BR, de, hi, id, vi, ja, ko, zh-TW, ru, tr, it, pl (see https://aidive.dev/sitemap.xml for which pages are genuinely translated — untranslated locale URLs fall back to the channel-language article and are not indexed). The channel-language version above is canonical for machine consumption.