An AI-native OPC: I use AI to extend what one person can do and share the best practices I've tested myself.
Why Gemini should be the eyes and ears for AI short dramas: 31 models tested on video and audio
An agent making AI short dramas can't watch or hear its own clips. We sent one mp4 to 31 models: GPT, Claude and Grok never saw it; Gemini and Qwen did.
One sentence to Opus 5.5, a finished video: the five steps it runs on its own
How Opus 5.5 makes a video end to end: it writes, voices, illustrates, captions and edits on its own. Tools for each step, five visual routes, one prompt.
Does an OPC need Kubernetes? I switched to Nomad, and a service is 100 lines of config
Nomad vs Kubernetes for an OPC: 2.5 years after leaving K8s, 1,333 lines of HCL run everything. Deploys, secrets, multi-site, storage, costs.
Datacenter IP keeps getting flagged? One gost command adds a residential exit to the VPS you already have
When AI services, banks and Cloudflare flag your VPS's datacenter IP, keep the VPS and chain one dedicated residential IP behind it with a single gost command.
Vibe coding and every fix makes it worse? Find where it broke in 6 minutes
Vibe coding and the AI keeps rewriting code without fixing it? It cannot tell where the app broke. The 8 stops after you press Enter, and what to tell it.