Auto-aggregated global tech articles · 3,394 posts
Why every microsecond of jitter matters for distributed systems Make the NIC the truth: hardware timestamping, PHC, and driver plumbing Locking on: PLLs, servos and practical clock modelling Strip the stack: kernel bypass and software tuning to remove jitter Prove it: measuring jitter, Allan deviati
Spotify's app is great at finding music and mediocre at ordering it. If you've ever built a two-hour playlist for an event and watched it lurch from a slow ballad straight into peak-time energy because the app has no idea what a "set" is, you know the gap. So I built a small open-source CLI to fill
Fine-tuning is the process of further training a language model on new data so it learns new information, behaviors, or style — updating the model's own weights, rather than just showing it information at the moment you ask a question. There are two common ways to get an LLM to work with new inform
@puneetkumar2010 , @akhourianmolkumar The KODA Code Jam crowned its first Champion. Now, we're going bigger. Meet Scribe — the markdown formatter I built in 48 hours to solve a problem every developer faces: "Why does formatting code snippets and documentation have to be so annoying?" Scribe
Introduction Power BI helps organizations turn raw data into meaningful insights for better decision-making. A well-designed data model is essential for accurate analysis, efficient DAX calculations, and good report performance. This article explains data modelling, fact and dimension tables, rela
MindSpark is a browser-based mind mapping app that saves your work as private JSON files in a repository you control. Connect GitHub, Gitea/Forgejo, or GitLab, and the app commits every change to a repo called mindspark-maps, giving you version history and full data ownership. It runs entirely cl
Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. The four signals that look like proof and are not I shipped all four o
A bonus capability for FieldKit, the field-notes PWA I built across this series (code on GitHub). The series wrapped at part 7, but I said the app didn't have to be done — and voice is too good a fit for a field tool to skip. Out in the field your hands are busy, so: dictate a note by talking, and h
When you join a running project — as a lead, an architect, or part-time — your hands itch to start fixing things right away. There it is, the crooked deploy; the database without indexes; the service nobody has touched since last year. Stop. For the first week you fix nothing at all. This article c
Every time I started a new session with Claude, I found myself repeating the same instructions. Which commands to use, how I wanted the code written, what to test. I kept copy-pasting the same saved message from my notes whenever I started a new chat. That’s when I found out about the CLAUDE.md fi
DeepSeek V4 is cheap, fast, and — for a lot of developers — impossible to buy. Not because of the model. Because of the money. If you live in Nigeria, Indonesia, Vietnam, India, Pakistan, Egypt or most of Latin America, the blocker is almost never "is this model good enough". It's "my card got decl
I don't want an AI agent to turn a keyword into another 1,500 words of plausible advice. I want it to inspect the site, find a question worth answering, read the relevant documentation, and give me an article whose claims I can check. Hermes Agent plus Google Search Console gets you part of the way
From graduation project to production: building a Branded Content Management System Branded content is the kind of advertising that doesn't look like advertising. Instead of a banner, an advertiser gets a full article on a publisher's website, written to fit in with the rest of the content. Sounds
Hi Dev.to! Today marks a significant milestone in my software development journey. For a long time, I worked in the high-level web development ecosystem using Python and Django. It was a great and interesting start, but I realized I’m more drawn to deeper systems—understanding how things work under
I'm a dev. Last month I found an archive on an old drive. A 12-year-old project. No README. No tests. Just raw logs. I tried to recompile it. It worked. Build: Passing. But the system started to act weird. High CPU. Processes I didn't remember launching were running in background. So I did what
The test suite was green, as it had been for months. The migration ran clean on H2, the repository tests passed, the CI pipeline gave its usual thumbs up, and the change went out. A few hours later, a batch job that touched category records started failing in production with an error none of us reco
Howdy, folks. I realize this may start a war here, but I'd like to hear from different perspectives. I'm building a business site for a commercial/industrial roofing company right now and have added a few articles detailing pros and cons of different roofing materials(first site with Astro and lovin
Bu hafta sonu, elimde AWS Free Tier'ın verdiği 6 aylık (181 gün), 200 dolara kadar kredi ve basit bir sorunla oturdum: kendi proxy sunucumu kurmak istiyordum ama datacenter IP'lerin ChatGPT veya Netflix gibi servislerde nasıl engellendiğini de biliyordum. Bu yazı, o sorunu çözene kadar attığım adıml
I'm a DEV Trusted Member, which means I spend a pretty unreasonable amount of time in the review queue and comment sections here. That gives you opinions. Some of them are "please build this immediately," and some of them are "please never let this touch the platform." Here are five of the first
Pendahuluan Bagi saya, deployment website awalnya terdengar seperti proses yang cukup rumit. Setelah website selesai dibuat di komputer sendiri, masih ada tahap untuk membuatnya bisa diakses melalui internet. Ada banyak hal yang perlu dipahami, mulai dari repository, konfigurasi deployment, sampai p
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