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Practical notes on shipping governed AI

Field notes from real implementation work: control points, review patterns, and rollout decisions that hold up in production.

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Short reads for teams moving from pilot to production.
Feb 26, 20265 min readBozidar Benko

A Real Commercial Workflow With Jim: From Rough Idea to Action Plan in Minutes

How one sales leader moved from a broad national growth question to a practical 90-day commercial execution plan in one thread with Jim.

Commercial StrategyMed DevicePharmaAI WorkflowsOpenClaw
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Feb 14, 20266 min readBozidar Benko

Query CMS Open Payments in Codex, Claude Code, and OpenClaw

Run repeatable CMS Open Payments analysis in Codex, Claude Code, and OpenClaw, then verify results with direct source links.

Open SourceOpen PaymentsCodexClaude CodeOpenClaw
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Feb 11, 20263 min readBozidar Benko

OpenClaw: From Availability Check to Sent Invite in One Thread

OpenClaw checked a live venue calendar from the venue's public web page, matched it to my calendar, then created the invite and invited my family members.

OpenClawBrowser AutomationCalendar WorkflowsScheduling
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Feb 9, 20266 min readBozidar Benko

Why OpenClaw Feels Faster Than Claude or ChatGPT in Real Life

Most AI assistants stop at answers. OpenClaw executes inside your real workflow, reminders, lookups, scheduling, and repeatable automations.

OpenClawAI WorkflowsProductivity
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