Tag: 自动化
All the articles with the tag "自动化".
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WorkBuddy Hit #1 in China in 90 Days: What messaging-first AI Agents Teach the Claude Code / Codex CLI World
Updated:Tencent WorkBuddy launched 2026-03-09 and hit 8.85M monthly visits (+831% MoM) with a DAU 3-4x the
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The 90-Day Spaghetti Point: Why Maintenance Is Vibe Coding's Real Exam
When Karpathy coined Vibe Coding in Feb 2025, he only talked about how good it felt to write. GitClear's 211M-line study and the 2026 wave of rescue jobs both map that feeling onto a 4x maintenance bill in year two. This post unpacks the three mechanisms that detonate around day 90 — the Spaghetti Point — and how to keep AI speed without paying that bill.
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After the Loop Is Running: A Playbook for Verification, Comprehension, and Cognitive-Surrender Debt
blog191 walked through the five components of Loop Engineering and named three debts—verification, comprehension, cognitive surrender—without offering a treatment plan. This post fills that gap: a Wharton 1,372-person experiment, Anthropic's 52-engineer study with a 17% comprehension gap, a real $4,200 overnight bill, Claude Code's PreToolUse rejection hook, and three checkpoint patterns—the full playbook in one place.
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Stop Re-Introducing Your Project to AI Every Session: A Project Passport with AGENTS.md, CLAUDE.md, and memory
AGENTS.md is the de facto standard in 2026, CLAUDE.md is still Claude Code's richer format, and project memory holds a different class of information altogether. Stitch them into a "Project Passport" so every new session begins with the AI clearing customs in seconds instead of asking you to paste context again.
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A 2026 Monorepo Setup From Zero to Production: pnpm catalogs, Turborepo 2.x, changesets
The previous post argued monorepos are an organizational problem. This one walks through the actual setup, end to end. pnpm catalogs for version alignment, Turborepo 2.x task graphs, changesets + OIDC publishing, remote cache, CODEOWNERS — every command and config you need, current as of 2026.
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Loop Engineering: From Writing Prompts to Designing Loops That Run Agents for You
The "Loop Engineering" term Addy Osmani popularized in June isn't a replacement for prompt engineering — it's about swapping you out as "the person who hits enter" and turning you into "the person who designs the loop". Walks through the five components plus a state, and the three debts Osmani is really worth remembering for (verification debt / comprehension debt / cognitive surrender) — and along the way, why I disagree with him placing loop above the harness.
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7 "Anti-AI-Tone" Principles I Distilled After Writing 80+ Blog Posts with Claude Code
Roughly 70% of posts blog080-166 on this blog were written with Claude Code's help, yet readers almost never notice. Here are the 7 "anti-AI-tone" principles I distilled — the goal isn't to make AI sound less like AI, it's to make AI sound like you. Includes the automated check script from my blog-preflight Skill.
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AI Tooling Supply Chain Security Checklist: 8 Defense Principles Distilled from the Vercel and Nx Console Incidents
Neither the Vercel breach nor the Nx Console incident was a protocol vulnerability—both were credential governance failures. This post distills these two AI tooling supply chain attacks into 8 defense principles plus a 1-hour audit checklist, covering OAuth least privilege, secret tiering, managed device isolation, and IDE extension credential isolation—a security playbook indie developers and small teams can act on immediately.