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I open-sourced the cockpit we used to understand huge engineering departments in days
2+ min ago (271+ words) My name is Yaniv, and I run Codpal, a CTO-as-a-service company. Over the years we've walked into a lot of new companies, and we always needed the same thing: a fast understanding of how engineering actually runs — what's in the…...
Your LLM Has Never Read a Word: Tokenization Explained for Developers
3+ min ago (1016+ words) You type a sentence into ChatGPT and it looks like normal English. The model doesn't see it that way. In fact, it never sees words at all. Before the model processes anything, your text is converted into a sequence of…...
A Short Introduction to My Work with AI
2+ min ago (178+ words) I’ve been experimenting with AI integration in software applications for some time, not as an isolated chatbot feature, but as part of the application architecture itself. One of my first practical experiments was an AI-assisted chess database. The idea was…...
Plugin4Shell: Your AI Coding Agent's "Pinned" Dependency Was Never Actually Pinned
9+ min ago (458+ words) You pin a plugin to a commit SHA because you did the review, you trust that exact code, and you never want it to silently change. That's the entire point of pinning. Last week, security researchers at AIR proved that…...
AI for Automating Real Estate Comps: What Actually Works (and What Breaks)
5+ min ago (1729+ words) Last month, I stared at another spreadsheet full of recent sales, trying to figure out if a property in Mesa, Arizona, was actually a deal. Twenty-seven manual comps later, I had a headache and not much confidence. Every investor knows…...
My First Step: Starting a Blogging Journey from Kabirwala
13+ min ago (92+ words) I am Waqas from Kabirwala, Punjab. I am a student and I am starting my journey in blogging and web development. I don't have a laptop right now, I am doing everything from my mobile phone. It is difficult but…...
Filters vs Interceptors vs AOP — when each
17+ min ago (134+ words) Filters, interceptors, and aspects are three places to run code around a request — at three different depths of the stack. Before comparing the tools, you need to see the path a request takes. It does not land on your controller…...
One Architect + Claude + MCP = A Full Engineering Squad: The Operating Model I'd Install at Your Company
14+ min ago (185+ words) [ EXECUTIVE TEARDOWN // TL;DR ] The result is that a single instruction — "add cursor-based pagination to the orders API and update every consumer" — executes across database, backend, frontend, and tests in one coordinated pass, with the model reading real schema over…...
How LLMs Actually Work: A Practical Guide for Product Managers
34+ min ago (1223+ words) If you're a Product Manager working on AI products, you don't need to become an ML researcher. But... Tagged with ai, productmanagement, programming, gpt3....
Today is big day
33+ min ago (26+ words) so finally my 13 months of hard work came to an end guys that faibilo browser is almost completed and... Tagged with webdev, browser, opensource, comingsoon....