I read what’s new in AI at the source, then explain it with everyday life.
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Grok Bot, seen by an engineer who builds systems that must not be wrong: how xAI's agents work, what real marketplace Bots do, and my rules before I let one in.
Anthropic's OSS Scanner runs periodic AI security scans of critical open-source projects at no cost. What a report contains, who qualifies, how to enroll, and how to triage the results.
pstack, the skill plugin by Lauren Tan (@poteto) for Cursor and Grok Bot: trust one agent before running ten, fix mistakes at the root, and treat verification as infrastructure, down to TLA+ models.
A cloud session gives each task its own machine and branch: several jobs run side by side, survive a sleeping laptop, and come back as pull requests.
build-eval writes an exam for your AI app with you; hillclimb revises against it one change at a time, with held-out cases to catch cramming.
Sonnet 5.5 is 30% faster than Sonnet 5 at the same per-token price. Swapping the model name is easy; three habits in your code are not.
What a Claude Code mod is, how it slots into the session as a hook, two examples from the official guide, and Recording Mode to hide secrets on screen.
Effort doesn't make Claude smarter. It sets how much computing it spends, so how much it checks, tests edge cases and judges on its own.
