Local LLMs in 2026: What Actually Runs Well on a Laptop Now

August 9, 2026 · Dev.to

When Lighthouse CI maintenance in CI/CD pipelines becomes a second job
The Slack thread started with a screenshot of a green GitHub Actions run. By the third reply someone had pasted a Lighth
Your Claude Code Skill Never Fires — and It's Not the Skill's Fault
I manage a dev team, and we've been running Claude Code daily for months. I built a set of custom skills for us — code r
The Kernel Underneath Kubernetes: nftables, netfilter, and Why svclb-traefik Kept Crash-Looping
A few weeks ago, I hit a bug that sent me further down the Linux networking stack than I'd gone in years: an NVIDIA Jets
Building an LLM Cost Dashboard
Cost dashboards usually fail in one of two directions: a single total that nobody can act on, or forty panels that nobod
Will AI Replace Software Engineers?
Will AI replace software engineers? No. As a staff software engineer who works with AI extensively, I can say that the f