One tested workflow a week

Each issue covers a single automation: what it does, the code or setup, what it cost to run, and what broke. Short enough to read over coffee.

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  • One workflow you can copy, with the code or the setup steps.
  • Honest notes on cost, limits and failure modes.
  • First access to new tool profiles and comparisons.

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Recent articles

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  2. Claude Tool Use Explained With Three Real Python Examples Build one reusable tool-use loop, then use it for an order lookup, a read-only SQL assistant and a calendar tool that asks a human before it acts. 12 min read Build
  3. Draft Email Replies With AI and Never Let It Send Build a Python script that reads your inbox, drafts grounded replies with Claude, saves them as drafts for you to review, and defends against hostile emails. 12 min read Automate