doubleshotblog
Tag

ai

4 articles filed under this tag.

AUG 11, 2026

The click that protected nothing

On 14 August, auto mode becomes the default in Claude Code. Anthropic's study found human review caught 13.6% of dangerous commands against the classifier's 89%; separately, users approve 97% of permission prompts. The click was never the control. What you authorise before the session starts is — and that decision belongs to an owner, not an engineer.

JUL 25, 2026

The 6% you can't automate

Ford put 900 AI cameras on its quality line, then hired back 350 veteran engineers to retrain them. A third of the US hiring managers who cut a role for AI have already rehired for it. The pattern is always the same: automation takes the routine work, and the routine work was where your experts came from.

JUL 3, 2026

The one-day migration

In June, Stripe ran a codebase-wide migration through a fifty-million-line Ruby codebase in a single day. Execution just stopped being the expensive part of changing software. What remains — the part almost nobody measures — is how much change your verification machinery can absorb.

MAY 6, 2026

Context in, verification out

AI tools change every few months; the operator's habits don't. The two that decide whether a session was worth your time are getting the right context in and verifying what comes out. Both are skills the model can't do for you.