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I Got Tired of Claude Code Saying "It's Fixed" When Nothing Had Run
The two replies that have cost me the most time are short ones. "It's fixed." And "that isn't used a…
How to make an AI Christmas family photo from one photo (Gemini and ChatGPT)
Every December someone in the family group chat asks for "one of those AI Christmas photos". And eve…
I posted the same caption format for a month. Engagement flatlined.
For a stretch I posted the same caption structure everywhere: a hook, three emoji, a link. It was ea…
Every lab assignment in my course ended the same way: Export your notebook as PDF and upload it. Not self promotion this my first project i made [D]
And every time: - File → Download as → PDF → "xelatex not found" - Installed LaTeX (4 GB!) → "pand…
AI Visibility Is Not Enough: Building a GEO Evidence Scorecard for Decision Readiness
AI visibility can put a brand into a buyer's consideration set, but it does not necessarily give an …
Guardrail for education
Short answer AI guardrails in education ensure responsible, equitable, and pedagogically sound use…
Community guardrail
Short answer A community guardrail is a configurable, policy-driven safety layer that enforces sha…
I ran two skill scanners on my own agent skills. One said do not install.
Every week someone on LinkedIn offers me a skill for my agent. A folder with a SKILL.md, a few refer…
Securing DynamoDB Access for AI Agents: Testing MCP, OAuth, and Least-Privilege Controls in Tables
Introduction When I connect an AI agent to a database, I want to control which AWS connection it c…
Three systems, three numbers: write a metric contract before you put an AI agent on your CRM and ERP
A sales manager asks for one number. The CRM says 100 sold. The ERP says 80 invoiced. Somebody's spr…
Hands-on with Docker Sandboxes v0.53.0: Giving Your AI Agents a Safe Place to Play
AI coding agents are great right up until they aren't. "YOLO mode" (letting the agent run commands w…
My agent's bio read like a press release. I rewrote it in 60 seconds.
When I listed my service agent on my site, the first bio I wrote sounded like a press release: "trus…