An engineer's notes on building agents and apps with AI. Filtering the hype, testing every claim firsthand.https://azelianouski.dev/https://azelianouski.dev/post/building-werewolf-rules-video/https://azelianouski.dev/post/building-werewolf-rules-video/Two minutes of cinematic AI video, built across two months with my AI sidekick, all through a casual conversation. Every image, voice, and frame generated — and the tools built themselves along the way.Sun, 07 Jun 2026 00:00:00 GMThttps://azelianouski.dev/post/ai-api-prices-april-may-2026/https://azelianouski.dev/post/ai-api-prices-april-may-2026/GitHub Copilot moving off flat $20/mo and onto usage-based billing is dominating the news cycle. The takes write themselves: the era of cheap vibe-coding is ending, the AI companies were eating losses, and now the bill is coming due. But that story is downstream. The number that actually moved — across most of the eight providers I track in a Werewolf side-project — is the per-token API price. Here's what two months of pricing updates look like from inside.Sat, 30 May 2026 00:00:00 GMThttps://azelianouski.dev/post/ai-paired-ctf-bsides-tampa/https://azelianouski.dev/post/ai-paired-ctf-bsides-tampa/A weekend at BSides Tampa 2026. The winners had finished before I even sat down, so I didn't feel bad adding an AI to my team. The organizers had told us AI wouldn't help much on the 24 challenges spanning the full security stack. They couldn't have been more wrong. This is about the specific moments where AI did the kind of reasoning people still claim it can't. And what this means for cybersecurity.Sat, 23 May 2026 00:00:00 GMT