Coding agents raised the bar on real software engineering skills
The thing I keep coming back to when I read takes about software engineering in 2026 is that the writing on the wall from people who actually ship software does not match…
#linux
208 articles
Proton’s AI Paper Trail reveals what chatbot history exposes
I ran Proton’s new AI Paper Trail on a fake export built from my own ChatGPT memory, and the result was a 21-out-of-100 exposure score with the label “Technical tester exploring AI…
Terax bundles a terminal, editor, and AI agent into one desktop app
Many developers run three windows open the entire day: a terminal, VS Code, and a chat box where they ask an AI agent to fix code. Those windows never quite stay in…
Linus torvalds shipped an ai assisted kernel patch and why
Linus Torvalds landed a Linux kernel patch with help from an AI coding assistant in August 2026, and the developer community spent the next week arguing about what it meant. The patch…
nc, nmap, ss, and bash are the four port-test tools you actually need
You SSH into a fresh server, type telnet 443 out of muscle memory, and the shell replies that the command is not installed. There is a moment where you almost install telnet…
Why Canonical Stopped Worrying About the Linux Desktop
Twenty years of “year of the Linux desktop” essays have taught me to ignore the headline. The thing I do not ignore is when the company that actually ships Ubuntu starts sounding…
vllm gives a small agent stack real concurrency without rewrites
Inference is where most agent projects hit a wall, and the wall is not a model problem. It is a serving problem. The freeCodeCamp walkthrough by Darsh Shah on scaling LLM (large…
Research note: a paper showed reasoning traces were reusable, briefly
There is a paper that landed on a vanity domain this week, and the finding is the kind of thing that makes you stop what you are doing. Anthropic, OpenAI, and Google…
heymaikol/network-doctor runs your whole network runbook in one pass
The difference between a network problem that takes five minutes to diagnose and one that takes an hour is usually whether you remember to check DNS, MTU, and the proxy in the…
Three ways to bend a hostile website to your will, no coding required
Personal software is having a moment. AI lets anyone build a working tool from a sentence. The same trick that turns a prompt into a side-project app can also turn a website…