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You can buy Railway for an enterprise team. The harder question is whether you should put enterprise production workloads on it. Based on Railway’s current enterprise feature set, its documented platform constraints, and a continued pattern of public production issues, the answer is usually no. Rail
Every serious project needs authentication. As someone early in my career, I kept running into the same problem: register, login, email verification, password reset, and OAuth. Every. Single. Project. I’d used Clerk before, and it’s excellent, but I started wondering: how does it actually work under
Building the Full Website Around the Product A web app is one thing. Once the core product worked, I needed the rest of the experience to feel like a real product, not a prototype that escaped the lab. That meant building the site around the app itself: a clearer landing page a more structured produ
Everyone's optimizing blog posts for AI search. Meanwhile, YouTube is quietly eating the citation graph, and the videos getting cited look nothing like what you'd expect. BrightEdge analyzed 30 million sources across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini from May 2024
I finally put together some videos of how to get started with my Claude Code orchestration container: https://youtube.com/playlist?list=PLrpQmmVlbBiFhYO8Nnt6QSFjOK6tx6tbs&si=FXpT8s1qtbdEyeys This is the project: https://github.com/Mason-Teams/mason-teams.git It’s a container that has everything you
What is OpenClaw? OpenClaw is a personal AI assistant that you can deploy on your own infrastructure. It can respond to you through channels you already use — WhatsApp, Telegram, Slack, Discord, Google Chat, Signal, iMessage, WeChat, Lark, and 20+ other platforms. It can have voice conversations on
Customers deserve a single place to learn whether you are up, slow, or down. That need is real. The harder problem is that a polished public page is still a human product—and the incentives around it are not always aligned with engineering precision. Why the page exists at all The catch is that what
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
