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Strategy, psychology, engineering, and the patterns that actually compound.
178 articles • Page 6 of 20
In 2024, 51% of all web traffic was automated, so opt-in tools are built to miss most of what reaches your site. Analytics undercounting is the norm. Server-level measurement gives you the honest number.
Goodhart's Law says when a measure becomes a target it stops being a good measure. Here is why small teams accidentally reward the number instead of the outcome, and how to build metrics that resist gaming.
Over 80% of workers use unapproved AI tools, and nearly half keep using personal accounts even after a ban. Govern shadow AI by enabling it: make the sanctioned path easier than the workaround.
Why more content loses in answer engine optimization: 147 posts on this site produced 13 cited URLs. Engines quote a distinct current passage, not the biggest library.
Capability-transfer engagements report 67% success against 22% for dependency consulting. AI capability transfer is the moment a client knows what the tool is, what it's worth, and that it's in their hands now. That click is the goal.
91% of deployed ML systems degrade over time, yet under 20% of organizations measure their automation. Automation maintenance, not the launch, is the real work. You automate to reach further, then monitor and improve.
In 2025 Sonatype counted 454,600 new malicious packages, and the easiest way in was phishing a trusted maintainer. Software supply chain risk is now a people problem, and the fix is verification cheap enough to actually use.
How AI assistants decide which businesses to recommend is a naming event. AI Overviews hit 2 billion monthly users in 2025. About 1.2 percent of local businesses get named in ChatGPT. Entity plus a specific page wins.
The June 2026 AUR supply chain attack (Atomic Arch) hijacked about 1,500 abandoned packages without a single exploit. It did not steal a password. It stole trust. A CEO's view on why the answer is verification and stewardship, not retreat.
