Practical articles on AI, automation and IT infrastructure for small and medium businesses.
A check that passed is not a check that is passing. The unstated where, when and what inside every green result — and the drift check that re-asserts live against the committed revision instead of trusting a verification from last Tuesday.
"Safe to delete" is a claim about the future, not the present. How to check what a running process is actually holding before you free space — and why the space often does not come back at all.
A timeout that kills a process does not kill what that process started. Why the grandchild survives, the fix in Python and in shell, and why a job that starves its own next run reports its own damage as something else.
We needed twenty-one months of our own server logs. The raw logs were not ours to read and the directory we could reach was empty. What survived, how we made it durable, and the check to run before you need it.
Twenty-one months of our own server logs, against a defect we had already fixed. Crawling never depended on the missing file — and the repair that was actually worth something was a different one.
Environment variables are where most advice about AI agent credentials stops. What actually leaks — argv, tool output, and audits without controls — and how to check.
A practical, hype-free guide for SMB owners: the three AI applications that are actually working in production today — document processing, workflow automation, and internal knowledge search — plus a plain-language take on privacy and local LLMs.
Most migration projects fail not from technical complexity but from three avoidable planning gaps: no rollback plan, no staging environment, no change-window communication.
Choosing the right IT partner can make the difference between a business that grows and one that wastes time on recurring problems. Five practical questions to ask before signing.
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