Akitaonrails

From the X block to a sentence enhancement for using a VPN: Brazil is rehearsing real censorship. A three-phase guide (commercial VPN, step-by-step self-hosted VPN, and obfuscated protocols) to keep your communications alive while it is still possible.

I posted that Harness Engineering, Loop Engineering, and Graph Engineering are bullshit to sell consulting hours and courses. Here

Every week somebody tells me

In the era of coding agents, typing everything by hand in VS Code is becoming the modern equivalent of a punch card. Foundations did not become legacy.

Frontier models went from 200k to 1M tokens of context. Does it still make sense to wire up a whole vector DB stack to do RAG, when you can just grep and dump the entire document into the window?

This historical benchmark compared 33 LLMs on a Rails app: Opus, Sonnet, and GLM 5 worked, while Qwen 3.6 35B came close on an RTX 5090 after a fix. The rankings were later revised.

I built a home Bitcoin stack with Coldcard, Sparrow, Fulcrum, and bitcoind: offline keys, private queries, and my own broadcast. It takes work, but gives me more control over custody and operations.

After 37 days, 650+ commits, 144K lines of code and nearly 10 published projects, my conclusion on what vibe coding means for the future of startups and business models.