Viewing profile — akhrail1996

I make iOS apps, been doing it for about five years now. Apple Search Ads ended up being my main paid channel - no creatives needed, just keywords and bids, feels closer to enginee…

LLM coding is addictive as hell though. you're like a kid at disneyland, everything builds so fast, just one more feature, one more fix... and then you're 4 hours in and your promp…

Genuine question: what's the evidence that the architect → developer → reviewer pipeline actually produces better results than just... talking to one strong model in one session? T…

The fear of looking stupid is basically a false positive machine. It optimizes so hard for not being wrong (type I error?) that it rejects way more ideas than it should. And most o…

Honestly I think the "same AI checking same AI" concern is a bit overstated at this point. If the agents don't share context - separate conversations, no common memory - Opus is go…

The comparison with Qwen/Kimi by "comparable architecture size" is doing a lot of heavy lifting. Parameter count doesn't tell you much when the models aren't in the same league qua…