What We've Learned
Lessons from hundreds of n8n workflows. No theory. Just what actually works when you need AI automation to ship.
Featured Posts

WoterClip v0.3.0: Claude Code subagents run every persona
WoterClip v0.3.0 makes runtime.model real: each persona's work dispatches to a Claude Code subagent on the model its config declares. Haiku triages, Opus builds, and every heartbeat report names the model that did the work.

Claude Code 2.1.216: everything that changed since 2.1.186
25 Claude Code releases shipped in the four weeks between 2.1.186 and 2.1.216. Claude Sonnet 5 launched as the Free and Pro default, subagents moved to the background by default, and the permission system got renamed, extended, and audited.

Give Claude Code a full product team with WoterClip
WoterClip routes your GitHub issues to AI persona agents. Here's how to import a full 13-role product team into Claude Code in about five minutes.

WoterClip v0.2.0: GitHub Issues replaces Linear
WoterClip v0.2.0 swaps its tracker backend from Linear to GitHub Issues. No MCP, no external tracker – just the gh CLI. What changed, the concept mappings that fail silently, and how to migrate a v1 config.

The best free LLM APIs in 2026: a live-probed list
A live-probed directory of free LLM API providers: ~110 free models across 16 providers, sorted by what's actually free, with the rate limits and ToS catches each one hides.

How to put Claude Code in charge of a free LLM API pool
A free LLM API pool stacks 16 providers' free tiers behind one endpoint. The smarter move is to make Claude Code the orchestrator that delegates grunt work to the pool and spends its budget only on the hard tasks.

Claude Fable 5 lasted three days: why the US government pulled Anthropic's most powerful model
Anthropic's first public Mythos-class model launched June 9, then a US export-control order pulled it offline three days later. A clear look at what Claude Fable 5 does, what it costs vs Opus 4.8, why it was suspended, and what comes next.

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.

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.

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.

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.

Claude for Small Business: what's in the plugin (and how to decide)
Claude for Small Business is a plugin for Claude Cowork with 25+ pre-built skills and 8 native integrations. Here's what's in it, how it compares to ChatGPT Team, and a decision tree for picking the right setup.
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