Newsroom

The day's technology, without the churn.

A convenient reading feed linked to original publishers. Ovyro does not republish these reports as its own journalism.

Developerdev-community · 2026-09-02T00:00:00+00:00

I'm 12. A dev asked me to expand my architecture. Here's the deep dive, schema, RLS, fallback chain, and the z-index war.

My last article shared the high-level architecture of KODA (my AI coding mentor built on a POCO C55)....

Infradev-community · 2026-09-02T00:00:00+00:00

Best AI Gateways with Built-In Observability & Governance (2026)

An LLM feature usually starts with one OPENAI_API_KEY in a .env file. It stops being that once a...

Careerdev-community · 2026-09-02T00:00:00+00:00

You're not quiet in meetings, you're editing

The reason you don't speak up isn't confidence. Everyone else is thinking out loud while you wait for your thought to be finished, and a good point at minute thirty is worth less than a rough one at minute twelve. Here's how to land it on time.

Frontenddev-community · 2026-09-02T00:00:00+00:00

I Shipped ESLint to the Browser in 362 KB. Now My Blog Posts Lint Your Code, Not Mine.

Articles about lint rules can only ever show you someone else's code. ESLint's own linter compresses to 362 KB with two real plugins inside it, small enough to just ship. Here's the ~60-line esbuild recipe that puts a working linter in a blog post, the four traps that cost me an evening, and the demo bug that shipped because my test grepped for a string instead of running the rule.

Open sourcedev-community · 2026-09-02T00:00:00+00:00

I Found 3 Security Vulnerabilities in My Own AI Agent's Tool Access

I built GeoMart for OpenAI's WebMCP Challenge: a storefront where a human fills in a live...

Frontenddev-community · 2026-09-02T00:00:00+00:00

I Built a Link-in-Bio Platform… Then I Asked: “Why Would Anyone Come Back?”

On July 11, 2026, I started building a project inspired by link-in-bio platforms. The idea was...

Open sourcedev-community · 2026-09-02T00:00:00+00:00

Execution Trees, Not More Logs: A Better Debugging Model for AI Agents

A flat log can tell you that five things happened. It often cannot tell you which operation caused...

Careerdev-community · 2026-09-02T00:00:00+00:00

Stratagems #27: Alex Watched the AI Wait. He Said Everything Was Normal.

Rather pretend not to know than pretend to know and act on it. Stay still. Hide the move. Wait like...

Infradev-community · 2026-09-01T00:00:00+00:00

The CI/CD Pipeline That Was Lying to Us: A Deploy Debugging Story

I had a GitHub Actions workflow called Deploy to DigitalOcean. It had been sitting in the repo for...

Frontenddev-community · 2026-09-01T00:00:00+00:00

Next.js Best Practices in 2026: Why I Built Next-Elite

A 2026 tour of the Next.js boilerplate landscape, official starter, paid SaaS kits, T3, and why Next-Elite is the one I reach for when a project needs RBAC, real i18n, and an API-driven frontend.

AIdev-community · 2026-09-01T00:00:00+00:00

Your embeddings forget exactly like a human brain does

We reproduced the Ebbinghaus forgetting curve and the classic false-memory rate using unmodified pre-trained embeddings, with no parameter tuning. Here is why your agent memory decays.

Careerdev-community · 2026-09-01T00:00:00+00:00

Standby pay at $3 an hour is a wage for owning your whole evening

Three dollars an hour to not drink. That's the going rate for owning your entire evening. You can't...

Developerdev-community · 2026-09-01T00:00:00+00:00

How I built a memory layer for AI agents with zero dependencies

I have been building AI agents for a while and I kept hitting the same wall. Every agent run starts...

Developerdev-community · 2026-09-01T00:00:00+00:00

Three Gemma 4 Deployments on One T4G for Under $3: What the Runtime Changes, and What It Doesn't

vLLM, JAX and PyTorch serving the same Gemma 4 E2B checkpoint on the same AWS G5g GPU, on one harness and one statistic. The decode ranking reverses on boot time. Nineteen instances, four and a half instance-hours, under $3 - which is what let five wrong claims get caught.

Infradev-community · 2026-09-01T00:00:00+00:00

Who watches the watchdog? The boring work behind a monitoring SaaS

My last post about PulseWatch ended with a satisfying discovery: the monitoring bug I was...

Developerdev-community · 2026-09-01T00:00:00+00:00

I raced six models against each other on DigitalOcean Inference. The cheapest one won.

Every time I put a model behind an endpoint I make the same lazy decision. I pick whatever I used...

Open sourcedev-community · 2026-09-01T00:00:00+00:00

A calendar library returned the same answer for every year, and my tests agreed with it

I build a Korean saju (BaZi) service. The whole pitch is that the numbers are computed...

AIdev-community · 2026-09-01T00:00:00+00:00

I tested Claude Code's memory against mine. They are not doing the same job.

Proof over claim Last time I described the hour a platform shipped the feature I had spent months...

Frontenddev-community · 2026-09-01T00:00:00+00:00

My personal site was invisible to Google for four months

I am not an SEO expert. Louder for those in the back. I AM NOT AN SEO EXPERT. I've never been into...

Developerdev-community · 2026-09-01T00:00:00+00:00

React 19 Actions: I Explained 3 Hooks Without Ever Explaining What an Action Is

Three parts into this series, and if you'd asked me to define the word sitting underneath every...

Frontenddev-community · 2026-09-01T00:00:00+00:00

I Ran My Plugins Against a Competitor's Own Test Suite

eslint-plugin-security ships its tests. I ran 84 of its own vulnerable samples through my plugins: 51 caught, and 29 of the 33 misses are one obsolete rule.

Developerdev-community · 2026-09-01T00:00:00+00:00

Building With AI When You Don't Know Architecture: A Survival Guide

Let me describe a moment you might recognize. You had an idea for an app. You didn't know how to...

Frontenddev-community · 2026-09-01T00:00:00+00:00

I Built a Browser-Based Tool That Turns Photos Into Cross-Stitch Patterns

Turning a photo into a usable cross-stitch pattern sounds simple: Resize the image Reduce the...

Infradev-community · 2026-09-01T00:00:00+00:00

Migrating Legacy LLM Infrastructure to an AI Gateway

A hands-on migration off direct provider calls onto an AI gateway, configs, screenshots, and measured cost results.

Careerdev-community · 2026-09-01T00:00:00+00:00

The Stack Nobody Picks Might Be the One That Picks You

Nobody chooses .NET. Not as a student, at least. You hear "backend" and the room splits into Spring...

Frontenddev-community · 2026-09-01T00:00:00+00:00

Why My React App Still Runs on Singleton Classes

React spent the last decade training developers that a class is a code smell. Class components got...

Developerdev-community · 2026-09-01T00:00:00+00:00

Program Organization (with Examples in C)

How to organize your programs (with examples in C).

Developerdev-community · 2026-09-01T00:00:00+00:00

What happens to technical debt when AI makes code cheap?

Dear past Jenna, I know you're used to dealing with large, complex, legacy codebases riddled with...

Open sourcedev-community · 2026-09-01T00:00:00+00:00

I Followed the Appeal Path. There Was No Appeal.

This is part four of the Defender Access series. Each part is standalone, but here is the thread if...

Developerdev-community · 2026-09-01T00:00:00+00:00

Build Real-Time Client-Side TTS in Angular Using Firebase AI Logic and Gemini

In my previous article on Dev.to, I showed how to build expressive text-to-speech using Gemini and...

Frontenddev-community · 2026-09-01T00:00:00+00:00

Next.js Cache Components Explained (with Cheat Sheet)

How Next.js Cache Components decide what's static, what's cached, and what streams, the use cache directive, cacheLife, and Suspense explained.

Careerdev-community · 2026-09-01T00:00:00+00:00

The risky part of cloning an arcade classic was never the code

A while back I built a small game that's clearly inspired by a 1980s arcade classic, the kind...

AIdev-community · 2026-09-01T00:00:00+00:00

I Built 50+ AI Products in 4 Years, Here's What I Wish I Knew at the Start

Since 2021, our team at Autor has shipped over 50 AI products across healthcare, fintech, logistics...

AIdev-community · 2026-09-01T00:00:00+00:00

My Mac Is Useless for Local AI. My Windows Laptop Isn't.

I own two laptops. A 2020 Intel MacBook Air, 8GB RAM, no unified memory, gifted by my sister. And a...

Infradev-community · 2026-09-01T00:00:00+00:00

Shipping a binary 4 days late, honestly

Full disclosure before anything else, since this is a post about a release: the tarball described...

Developerdev-community · 2026-09-01T00:00:00+00:00

How the internet actually works, and why nobody is in charge of it

Hello, I'm Maneshwar, and I'm building LiveReview, a blast-radius aware AI code review built for...

AIdev-community · 2026-09-01T00:00:00+00:00

Choosing Video Frames by Content Instead of by a Clock

At an equal frame budget, uniform sampling missed 9 of 28 shots across five real videos and spent 12 of its 40 frames re-photographing things it had already seen. Content-aware selection missed none and wasted two; here is the measure where it still comes out level, and the one video where uniform sampling wins.

AIdev-community · 2026-09-01T00:00:00+00:00