162 Markdown documents, one cloud knowledge base, searchable by meaning from Claude Code, Cursor, or n8n — and by your teammates. One command deploys it. The payoff is that a written answer gets made once and reused, instead of re-litigated three times a quarter.
Built a skill Wednesday night, opened a different Mac Thursday morning, and it was gone. The full-mesh Syncthing setup that keeps the config behind my workflow automation software identical on 4 machines - .stignore rules for 360,000 files, an onboarding SOP, and the mistakes I made.
Your knowledge sits in dozens of folders and hundreds of chat threads, so the answers come back generic. Build a knowledge base on your file system instead: the four-layer architecture, a step-by-step build sequence, and a checklist to tick off as you go.
Knowledge bases, research and intelligence workflows
162 Markdown documents, one cloud knowledge base, searchable by meaning from Claude Code, Cursor, or n8n — and by your teammates. One command deploys it. The payoff is that a written answer gets made once and reused, instead of re-litigated three times a quarter.
Built a skill Wednesday night, opened a different Mac Thursday morning, and it was gone. The full-mesh Syncthing setup that keeps the config behind my workflow automation software identical on 4 machines - .stignore rules for 360,000 files, an onboarding SOP, and the mistakes I made.
Your knowledge sits in dozens of folders and hundreds of chat threads, so the answers come back generic. Build a knowledge base on your file system instead: the four-layer architecture, a step-by-step build sequence, and a checklist to tick off as you go.
Vector databases are overkill. A file-system knowledge base with multi-level CLAUDE.md routing finds any file in a 1,000-file system in three seconds. Here is the complete architecture — and why structure beats search when documents have to be findable on demand.
RSS hands over titles, timestamps and full text in a standard format - no scraping, no API keys, nothing to maintain. The operator's manual: five copy-paste prompts, a four-tier build map, and the workflow automation software that turns 150 sources into a five-minute read.
A curated list stays only as fresh as one maintainer's leftover hours, which is how most of them end up as 2023 archives in a 2026 world. This one keeps no maintainer in the loop, so what it says about ai automation tools reflects this week.
The client asked about a policy change you had not seen. It had been public a week, in a publication nobody subscribed to. 8,936 validated feeds, 21 categories, one OPML file — the input layer under any workflow automation software.
When I rebuild one with AI agents, you get the write-up — including the parts that didn't work. No weekly roundup, no "5 tools you need."