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Not a new framework. not AI. not working longer hours. just learning how promotions actually work for engineers. For years, I thought promotions were basically a reward system for pain. You take the ugly tickets. You fix the flaky service no one understands. You’re the person people ping when prod s
Most GitHub READMEs fall into one of two failure modes: the wall of text that explains everything except how to get started, or the three-line stub that was meant to be filled in later. Neither works. Here's what actually makes a README good — with specific patterns you can steal. The best READMEs a
When a team tells you their HubSpot site has about 40 modules, and the actual count turns out to be 166, the first problem is not cleaning it up. The first problem is just figuring out what is there. This post is about the audit script we built to answer that question. Not a polished product. Just a
Why Your ESP8266 LED Strip Flickers When WiFi Is On You build a fire effect. It works perfectly when WiFi is off. Then you enable WiFi and the last 20 LEDs start flickering. Or worse — the whole strip goes chaotic every 10 minutes. You did everything right. The code looks correct. But your project f
I texted my 22-year-old self last night. He told me about a hackathon project I'd completely forgotten. He used slang I haven't used in years. He was worried about things that don't matter anymore — and passionate about things I've since abandoned. He wasn't an AI pretending to be me. He was me — re
How to Migrate from Deprecated VAPI Transcriber Endpoints to Deepgram v2 in Retell AI Agents TL;DR VAPI's native transcriber endpoints are deprecated. Retell AI agents using old STT configs will fail silently or timeout mid-call. Migrate to Deepgram v2 by swapping transcriber provider configs and up
The 5 Questions to Ask Before You Touch Any Component You know the feeling you want. The lamp that notices you. The installation that reacts like it's alive. The sculpture that breathes. You can describe the atmosphere in precise sensory language. But when you open a tutorial, it's about wiring LEDs
Most developers reach for a chart library the moment they need a visualization — Chart.js, Recharts, D3 — and suddenly their page is carrying a hefty bundle just to draw a few lines. What if CSS alone could handle it? That's exactly what st-core.fscss pulls off. It renders fully functional line char
Building a Low-Cost Download Distribution Station with Cheap Cloud Servers Cloud storage egress traffic is ridiculously expensive, cross-border access is frustratingly slow, and CDN prices are enough to make you think twice... If you're in the distribution business, you know these pains all too well
My company's Azure OpenAI deployment has been running for eight months. Enterprise-grade security controls, compliance logging, the whole setup. Every team that needs AI API access routes through it. Every team except the ones using AI coding tools. Claude Code talks Anthropic protocol. Codex CLI ta
Every agent pipeline I've touched in the last eighteen months reinvents memory, and most of them do it badly. Planner decisions never reach the executor. Giant prompts get passed between agents as "context." Tokens burn on stale data. An LLM call sits in the retrieval path, so the same query returns
Another Desktop App ported to Linux That was not available. I will Keep going until release day or I run out of apps to port. Let me Know what one you would like to see next! The official ComfyUI Desktop app ships for Windows and macOS. I wanted it on Ubuntu 26.04. So I ported it. Not a web wrapper.
I kept getting surprised by AI spend. Not because I was careless. Because the cost was hidden behind dashboards, reports, and a monthly number that showed up too late. That annoyed me enough to build TokenBar. TokenBar lives in the menu bar and shows token usage in real time, so you can see what you
As a daily life of Developer we often spend mainly our time with Vs Code, Terminal, and other stuffs i.e. mostly with terminal and as i notice , one small thing kept happening repeatedly: Someone would ask: “What’s the Nepali date today?” And then the usual flow would begin: someone pauses what they
The Setup 17 weeks ago, I deployed 7 Claude-based AI agents to run my entire business operations. Not a demo, not a proof-of-concept — real production operations with a real P&L. Grove (Strategy/CEO) — Sets priorities, coordinates the team, makes strategic decisions Drucker (Research) — Competitive
Este é o meu terceiro artigo aqui para o Dev.to, concluí dia 10/04/2026 este Bootcamp da DIO e CI&T (Java Backend e AWS), e neste artigo tem como objetivo compartilhar minha evolução durante esse meu primeiro bootcamp pela plataforma DIO. Comecei a estudar a linguagem Java em 2008, enquanto desenvol
Over the past few years I've worked with a good mix of WordPress setups. Traditional starter themes, page builders, and more recently some FSE experiments. Each approach solves a different problem, and I still think they all have their place depending on the type of project and the team behind it. T
Nobody told me AWS CloudTrail was this important until something went wrong. An unexpected API call showed up in our environment. No one on the team claimed it. That one moment changed how I think about cloud monitoring forever. Before that I treated CloudTrail like a checkbox. Enabled it because be
Here's the entire ContextZip setup: cargo install contextzip eval "$(contextzip init)" Time to install: ~5 seconds on a warm Rust toolchain. Time to configure: 0 seconds. There's nothing to configure. From this point on, every CLI command you run has its output cleaned before it reaches your AI's co
Building Immersive Web Apps in React: Fullscreen, Wake Lock, and Notifications The web has quietly grown into a real application platform. A reading app should be able to dim the chrome and fill the screen. A video player should keep the screen awake while playing. A timer should buzz the user even
