From production

What We've Learned

Lessons from hundreds of n8n workflows. No theory. Just what actually works when you need AI automation to ship.

How to install Open Design with Claude Code in 10 minutes
AI Development

How to install Open Design with Claude Code in 10 minutes

Step-by-step Open Design setup driven by Claude Code. Node 24, Corepack, pnpm, the daemon, first generation, plus troubleshooting for the #1 install issue: PATH-based CLI detection failures.

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9 min
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Claude Opus 4.8 and dynamic workflows: what actually shipped
AIAI Agents

Claude Opus 4.8 and dynamic workflows: what actually shipped

Claude Opus 4.8 brings dynamic workflows to Claude Code and a model that flags its own mistakes. What actually changed, the latest Claude Code version, and what it means for n8n users.

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12 min
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Claude Code's /code-review vs /ce-code-review: when each one wins
AI AgentsAI Automation

Claude Code's /code-review vs /ce-code-review: when each one wins

Claude Code ships /code-review and /simplify natively. The compound-engineering plugin ships /ce-code-review and /ce-simplify-code on top. They look like duplicates – they aren't. Here's a side-by-side, the quick-review short-circuit you probably missed, and a decision matrix for which to use when.

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10 min
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Open Design, 4 weeks in: should an SMB owner touch it yet?
AI AutomationAI Agents

Open Design, 4 weeks in: should an SMB owner touch it yet?

Open Design shipped April 28 with 19 skills and 71 design systems. Four weeks later it's at 132 skills, 150 design systems, 8 stable releases, 52K stars, and now generates video. Here's the SMB go/no-go.

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8 min
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The 2 prerequisites for Claude Code (you'll regret skipping)
AIAI Agents

The 2 prerequisites for Claude Code (you'll regret skipping)

Before you install Claude Code, you need source control (GitHub or similar) and issue tracking (Linear or similar). Here's what each one does, why both matter, and the 10-minute setup to get both running.

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16 min
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A beginner's guide to source control with GitHub
Best PracticesDeveloper Tools

A beginner's guide to source control with GitHub

GitHub for beginners – what source control is, the 5 commands that do 90% of the work, branching, pull requests, and the conventions worth stealing from production AGENTS.md files.

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15 min
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Claude Code 2.1.141: the stabilization pass after 2.1.139's feature wave
AIAI Agents

Claude Code 2.1.141: the stabilization pass after 2.1.139's feature wave

Claude Code 2.1.141 ships ~60 fixes plus four real adds: terminalSequence hooks, ANTHROPIC_WORKSPACE_ID, claude agents --cwd, and Rewind's Summarize up to here. The polish wave on 2.1.139's feature drop.

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14 min
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How I shipped a 3-week-old design handoff in 18 minutes with Claude Code
AIAI Agents

How I shipped a 3-week-old design handoff in 18 minutes with Claude Code

Claude Code has 4 execution modes (default, accept-edits, plan, auto). Most people use one. Here's how I used all four to ship a design handoff to a live landing page in 18 minutes.

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11 min
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Anthropic just doubled Claude Code's rate limits – and signed for every GPU in SpaceX's Colossus 1 data center to back it up
AIAI Agents

Anthropic just doubled Claude Code's rate limits – and signed for every GPU in SpaceX's Colossus 1 data center to back it up

Anthropic doubled Claude Code's 5-hour rate limits, removed peak-hours throttling, and signed for SpaceX's Colossus 1 data center – 220,000 NVIDIA GPUs, 300+ MW, online in one month.

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8 min
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