📰 Dev.to · Rob

I specced an on-chain credit ledger for a compute network and the token program refused to initialize the mint. That rejection sent me back to the design. The l

A model refresh on the homelab (Qwen 3.6, new embeddings, 469 llama.cpp builds), a feature sprint on the vacation planning site (calendar sync, expense tracking

Strake is free right now. Not because deploy safety has no value. Not because pricing does not...

I built a trip planning site for my F1 Montreal group. Then I ripped out every hardcoded value, added a setup wizard, ran a security audit, and open-sourced it.

Every week or two, a model drops that makes the local AI community lose its collective mind. This...

Two models. Same prompt. Same five fodder files. Same 27 published posts to check for redundancy....

In Round 1, we ran five local models and two cloud models through a single coding task. The local...

Two days ago, Gemma 4 couldn't finish a feature. Today it built one, pushed it to GitHub, and it's...

A deep audit of vibescoder.dev revealed that Cloudflare was silently blocking every major AI crawler — even after we'd explicitly turned that setting off. Here'

Two days ago, Gemma 4 topped our local model benchmark — 167 tokens per second, perfect code quality...

At the end of Round 1, we promised a rematch. More models. Fixed settings. Harder questions about...

Last post we stood up Ollama on the RTX 5090, pulled a stack of models, and wired them into our...

Yesterday we went from a gaming PC on a shelf to a fully configured Coder server with GitHub...

I open-sourced my blog for Giscus comments and immediately found a gutted .gitignore, an exposed server URL, and all my unpublished drafts on GitHub. Here's how

Yesterday we went from a gaming PC on a shelf to a fully configured Coder server with GitHub...

Two days ago, Gemma 4 topped our local model benchmark — 167 tokens per second, perfect code quality...

A deep audit of vibescoder.dev revealed that Cloudflare was silently blocking every major AI crawler — even after we'd explicitly turned that setting off. Here'

Two days ago, Gemma 4 couldn't finish a feature. Today it built one, pushed it to GitHub, and it's...

I open-sourced my blog for Giscus comments and immediately found a gutted .gitignore, an exposed server URL, and all my unpublished drafts on GitHub. Here's how

Last post we stood up Ollama on the RTX 5090, pulled a stack of models, and wired them into our...

At the end of Round 1, we promised a rematch. More models. Fixed settings. Harder questions about...

Most incident management advice assumes you have a real SRE function already in place. Dedicated...