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This is a submission for the GitHub Finish-Up-A-Thon Challenge https://www.loom.com/share/d4ac87a0474f4a9eb10e4ebedad5b7a7 What I Built Lynt is an AI-powered résumé and cover-letter builder with a visual editor, live print-accurate preview, one-click PDF export, and a public shareable page. The core
Introduction In the previous article I described how I split larger TypeScript projects into several sub-projects, with a schemas package at the bottom that contains all shared types and runtime validators based on vts. That setup works well, but it has one weakness: writing the schemas by hand. A t
Sometime in the last eighteen months, the consumer base of every public API changed, and almost nobody updated their testing strategy. If you publish an API today — even an internal one with an OpenAPI spec on a Confluence page — you have consumers you didn't onboard, didn't issue a key to, didn't n
Every TypeScript project reaches the same point: you've defined your types, now you need mock data for tests, Storybook stories, or local dev. You end up hand-writing the same boilerplate mockUser, mockProduct, mockOrder objects over and over. I built FixtureKit to fix that — a free developer tool,
One of the easiest things to do as a developer today is find a solution online. You gain something much more valuable than a working piece of code, you gain knowledge that can be applied to future problems. Use the tutorials. But don’t stop at “it works.” Ask one more question: “Why does it work?” T
SRE teams that fight with product teams don't get things done. SRE teams that get along with product teams get surprising amounts of reliability work done by product engineers themselves. Here's how to build that trust. The common SRE pattern: introduce yourself by adding gates. 'You need to do X be
The Grant Was Still Valid. The Source Had Changed. CLAIM-24 pre-registration — Self-Correcting Systems series A time-to-live grant has an expiry date. When the clock runs out, the gate blocks. But a grant can become wrong before the clock runs out. The source condition that justified the grant may h
Three weeks ago I started a content site about AI coding tools. No audience, no backlinks, no Twitter following. Just articles and a WordPress install. 35 articles published Everyone talks about "building in public" but nobody shows the part where you have 96 impressions on a keyword and zero clicks
If you've already explored real-time market streaming and WebSocket integrations in my previous article, "Fetching Real-Time Polymarket Data Using WebSockets: Building a Faster Polymarket Trading Bot", the next logical step is building a market scanner that can automatically discover trading opportu
Ready or not, the agentic enterprise is here, and the key to enabling it efficiently is being debated from various The post Snowflake thinks it knows what’s really slowing developers down appeared first on The New Stack.
If you use ChatGPT, Claude, or DeepSeek heavily, you've hit this wall: the context window fills up, responses get worse, and you're forced to start a fresh chat — losing everything you built up. I kept running into this. So I built thredly — a Chrome extension that summarises your entire AI conversa
Google has introduced Gemma 4 12B, a new model designed to bring high-performance, multi-modal intelligence to standard laptops. Small enough The post Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop appeared first on The New Stack.
AI Won't Replace Developers — But It Is Changing What Senior Engineers Do Over the last year, I've used AI tools for code generation, debugging, documentation, testing, and even architecture discussions. The question I hear most often is: "Will AI replace software developers?" After using AI extensi
If there’s one big takeaway from the AI coding space this week, it’s that the era of flat-rate, all-you-can-code pricing The post Cursor cuts prices and adds enterprise spend controls amid “tokenomics” reckoning appeared first on The New Stack.
In modern web development, we crave abstraction. We want our data to feel like a collection of objects, clean, predictable, and type-safe. Enter the Object-Relational Mapper (ORM). Tools like TypeORM, Prisma, and Sequelize have saved developers millions of lines of boilerplate SQL. They let us stay
Daily learning part twenty-five. Today I started at 17:00. I began with the HTML session as usual. I completed HTML Entities, HTML Symbols, HTML Emojis, HTML Charset, HTML URL Encode, and HTML vs XHTML. I then practiced for about half an hour in VS Code. After that, I started my Python session. I fi
Voltage lies. Put a battery under load and its terminal voltage sags. Let it rest and the voltage springs back. A naive fuel gauge watching only voltage will happily tell you a worn-out cell is "fine" right up until it falls off a cliff. The number you actually care about — is this battery still goo
Introduction and Overview In the rapidly evolving landscape of AI-powered tools, the ai-chat-toolkit-widget and ai-chat-toolkit-server npm packages emerge as a developer’s attempt to simplify the integration of AI chat functionality into websites. These packages, born from experimentation with MCP s
Hello, I'm Shrijith Venkatramana. I'm building git-lrc, an AI code reviewer that runs on every commit. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the product. What if you could change how an AI thinks without retraining it? Not by rewriting prom
Most AI agent frameworks have a problem. You can create agents. You can give them tools. You can even make them collaborate. But as soon as your workflow gets complex, things start breaking down. 📌 Tasks become difficult to track. 📌 Dependencies become messy. 📌 You lose visibility into what’s run
