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mailmcp gives ChatGPT and Claude access to Gmail, Outlook and Seznam. After a year of building it, the most valuable features turned out to be the ones where the server says no. Version 0.13 adds a guard that keeps verification codes and 2FA mail away from the model, set per mailbox.
A customer reports a problem, AI takes it from plan to code to checks and opens a merge request. I review only the final result and ship it to production. How I actually run this workflow with clients — and on this very site, through GitLab.
Cowork is out of preview, Opus 4.7 changes how you write prompts, and Claude for Small Business packs AI into ready-made workflows. A practical filter on Anthropic's latest — without launching a big pilot.
Structured prompts or autonomous AI agents? A practical guide across the spectrum from simple prompt to multi-agent system — with real business examples.
Agentic AI is the 2026 buzzword, but reality is sobering. Where agents actually work, where they don't, and how to decide whether to experiment or wait.
One terminal command turns an AI assistant into an agent that plans, implements, and cleans up. A detailed walkthrough of my /improve-gitlab setup.