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
AI receptionist for small business: what it handles, what it ruins, and what it costs
An AI receptionist answers the calls you are currently missing. The decision is not whether it works, it is which calls it is allowed to take, and what a missed call is worth to you.
AI agents for small business (2026): what they actually do, what they cost, and when not to buy one
AI agents complete multi-step jobs across your tools without someone driving them. Here is what the categories are, what they cost, and the three questions that tell you whether to buy one or leave the process alone.
Claude Opus 5: Fable 5 intelligence at half the price, with a dial for how hard it thinks
Anthropic shipped Claude Opus 5 on July 24 at exactly Opus 4.8's price, landing within 0.5% of Fable 5 on coding for half the cost. A builder's read on the effort dial, the two breaking API changes, and the prompting habit you now need to delete.
AI for property management: what it handles, what it breaks, and what it costs
Property management is mostly relay work, and that is exactly the shape automation is good at. What it handles reliably, where it creates legal exposure, and what it costs.
Claude for Small Business (2026): what's in the plugin, what it costs, and when to skip it
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.
What is Brand DNA? How AI is changing content creation in 2026
Brand DNA is the core identity that makes your content sound like you. Learn how AI tools use it to generate on-brand content at scale in 2026.
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.
AI for nonprofits: what it helps with, what it should never touch, and what it costs
AI for nonprofits is a stronger case than for almost any other organization, and it has the least room to get wrong. The line that works: automate the operations, never the relationship.
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