@trq212 Nice article Thariq. I have been researhing around Prompt Caching. Curious how you handle cache invalidation when user intent shifts mid session but the prefix looks identical?
@devops_nk There have always been transitions in tech but whats different now is the speed. Earlier, not upskilling slowly pushed people out.
This time the window to pivot is brutally short and even people who are upskilling feel replaceable.
Keep learning the fundamentals. Keep building
@haider1 Models writes the code at Anthropic! Well, now that could be the reason there was an AI based attack using claude code back in September 2026.
Imagine attackers exploiting the loopholes and attacking at machine speed.
@rutu_3 There's a saying in Japanese- "If you get on the wrong train, get off at the nearest station. The longer it takes you to get off, the more expensive the return trip will be"
@bindureddy Raising capital gains taxes may reduce inequality but if taxes become too high then investments, startup funding and economic growth could slow down. Imo, it should be about balance and not going extreme.
@rasbt@BetaTomorrow So true and there’s another angle with LLMs that gradient noise from long token sequences already acts like builtin regularization. So small batches can actually help generalization instead of hurting it