Morning.dev

DEV Community • 2026-08-20 16:41

I encoded a 1000-year-old divination system in Go. Every bug was a distinction my types had collapsed.

I spend my day job on cloud platform work — pipelines, idempotent state machines, the usual distributed-systems apparatus. For the last year I've spent evenings on something with no obvious overlap: an engine that computes and reads Zi Wei Dou Shu (紫微斗數), a Chinese astrology system that's been accreting rules since roughly the Song dynasty. It turned out to overlap completely. Not because divinat...

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11m read

DEV Community • 2026-08-20 16:40

A Linux video player with NVIDIA VFX VSR support (real-time upscaling + frame interpolation, built with an AI coding agent)

Short version of a recent write-up — no full article here, just the pitch. I wanted RTX VSR-class upscaling on Linux, where NVIDIA only opens it to Windows. So an AI coding agent and I built a video player around the NVIDIA Video Effects SDK: real-time AI upscaling + RIFE frame interpolation, wired into a patched libmpv as custom VF filters, with a Qt frontend. Highlights: The models behind R...

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1m read

Cascading Style Sheets • 2026-08-20 16:34

Terminal Card Generator – animated SVG terminal cards for GitHub READMEs (pure HTML, no build step)

submitted by /u/bahtiyarkodadim [link] [comments]

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1m read

DEV Community • 2026-08-20 16:32

Manage State like a Pro: Frontend Edition

AI models write code better and faster than devs, but what AI cannot do reliably for your specific product is make the fundamental system design decisions like: "Where should this piece of data actually live, who owns it, and what happens to the user experience when the network fails, the user refreshes, or a link is shared?" The modern frontend engineer’s primary value has shifted from writin...

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5m read

Telerik Blogs • 2026-08-20 16:31

AI UX Patterns for User Transparency

Most users won’t integrate what they can’t see and understand. If the AI applications we build are going to become part of their daily lives, users need transparency.

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1m read

DEV Community • 2026-08-20 16:29

Claude Code with any model: three ways to route it (incl. the 2-minute one)

Claude Code is the best agentic coding interface right now, but out of the box it only talks to Anthropic's API with Anthropic billing. Sometimes you want the same interface with a different brain: Kimi K3 for cheap long sessions, GPT-5.4 to cross-check a plan, Gemini 3.7 Flash for speed, or simply a model that runs on EU infrastructure because your client requires it. There are three ways to do ...

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2m read

DEV Community • 2026-08-20 16:22

Why We Ship Our Security Webhook Fail-Open

pandocore.io Anything that installs an admission webhook into your cluster puts itself in the critical path of pod creation: service meshes, secret injectors, policy engines, security agents. One field in that config, failurePolicy, decides what happens when the vendor's code goes down. Most install guides don't mention it. The te...

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2m read

DEV Community • 2026-08-20 16:21

Introducing Concilium: A Multi-Model Method for Hard Problems

One question, several models Concilium is a method for bringing several AI model families to one difficult question. Instead of asking one assistant for a confident answer, it gives models different roles and lets them explore, challenge and extend one another's work. The human remains responsible for the question, the evidence and the final judgment. The model families The ...

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1m read

DEV Community • 2026-08-20 16:09

Millions of log lines in PHP, at constant memory

Laravel 13, Horizon, PostgreSQL 18. Our product needs to answer a question about a customer's site: which crawler fetched which URL, on which day, and what status code did it get. Not "how many hits yesterday". The cross product. Why not a log analyzer We started with GoAccess, which is an excellent tool, and abandoned it. The reason is worth stating precisely because it is the decisi...

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9m read

DEV Community • 2026-08-20 16:08

The <geolocation> element lands in Chrome 144

I wired up a scratch page with the new <geolocation> element the morning I read the writeup, and the surprise is how small the markup gets. What used to be a navigator.geolocation.getCurrentPosition(...) dance is now a handful of attributes on a single tag. Per the Piccalilli writeup, <geolocation> ships in Chrome 144+. The element began life as a general-purpose <permission> el...

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4m read

DEV Community • 2026-08-20 16:08

I built an AI Shopify audit tool, then decided to take it back into my own hands

Most Shopify audit tools give you a polite report. Vetta roasts your store instead and tells you exactly how to fix what's broken. A few weeks ago, I built Vetta an AI-powered tool that audits Shopify stores for conversion issues. Instead of a standard “here are some insights” report, it bluntly calls out where your store is bleeding money, then gives you actual solutions to fix it. I built th...

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1m read

DEV Community • 2026-08-20 16:06

Blade, Inertia and Filament, on purpose

Laravel 13, Inertia 3, React 19, Filament 5. Part one covered the public site: 26 Blade views, no CDN, no front-end framework, 4,323 bytes of JavaScript. It lives beside a product of 50 Inertia pages and an admin console we did not write. Why each world Each of the three is here because it is the best available answer to one specific problem. The clearest way to show that is one examp...

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10m read

DEV Community • 2026-08-20 16:06

Go 1.27's SIMD ties with NumPy until the data fits in cache

Go 1.27 shipped a simd package in the standard library. It is experimental and sits behind a flag, and every write-up I found described the API. None of them said when it actually helps. So I measured it against NumPy on the same task: a speaker-search index, 346 thousand vectors of 192 dimensions, 66 million multiplications per query. The answer turned out not to be about Go or NumPy at all. ...

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3m read

DEV Community • 2026-08-20 16:05

I built ForgeCMMS, a free open source CMMS to manage work orders, assets and maintenance teams

For the past few weekends I've been working on ForgeCMMS, a free, open source and self hosted CMMS, and it finally feels ready to show. If you've never dealt with a CMMS, it's the software maintenance teams use to keep track of physical assets and repairs: factories, buildings, fleets, gyms, hotels, anything with equipment that breaks. Most of the options out there are paid per user and get expen...

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1m read

HackerNoon • 2026-08-20 16:05

The HackerNoon Newsletter: Coinkites AI Audit Didnt Fail. It Was Pointed in the Wrong Direction (8/20/2026)

8/20/2026: Top 5 stories on the HackerNoon homepage!

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1m read

DEV Community • 2026-08-20 16:04

A modern marketing site without a modern front-end stack

Laravel 13, Blade, Tailwind 4, Vite 8. Astro, Hugo, Eleventy and Next are all good at building fast marketing sites. This is not a comparison, and there is no version of this article where one of them loses. Every one of those tools carries real advantages and real costs, and choosing between them is a question of context. This is our context, and these are our numbers. 4,323 bytes. Gzipped Ja...

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11m read

DEV Community • 2026-08-20 16:01

Debugging Node.js Like a Pro

Start with the Right Mindset Debugging is not about guessing. It's about gathering evidence and narrowing down the problem systematically. In Node.js, the tools are built-in and powerful, but most developers only use console.log. Let's change that. Use the Built-in Debugger Node has a built-in debugger that you can start with node inspect. It's a step-by-step command-line de...

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3m read

DEV Community • 2026-08-20 16:01

5 Pandas Tricks I Wish I Knew Earlier

If you've spent any time working with data in Python, you already know Pandas is the backbone of most workflows — but a lot of us start by only scratching the surface. When I began, I relied on ⁠ .head() ⁠, basic ⁠ .loc[] ⁠ filtering, and a lot of trial and error. Here are 5 tricks that would have saved me hours if I'd known them sooner. 1. ⁠ value_counts() ⁠ for Instant Frequency Analy...

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2m read

HackerNoon • 2026-08-20 15:59

Self-Hosting AI Models on a Raspberry Pi 5: A Complete Guide to Free, Private, Local AI Inference

This guide walks through exactly how I set it up, what works, what doesn’t, and the specific models that actually run well on ARM hardware with limited RAM.

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1m read

Enterprise MCP Gateway Solutions: Providers, Alternatives, and Cost 💎

DEV Community • 2026-08-20 15:58

Enterprise MCP Gateway Solutions: Providers, Alternatives, and Cost 💎

Your company uses six different AI providers. OpenAI for ChatGPT, Anthropic for Claude and Groq for speed critical inference. Each one has different API formats. Different authentication models. Different rate limits and costs. Different failure modes. Your application code has to know about all of them. Your security team has to audit requests across all of them. Your finance team has to track ...

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15m read