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A 16-year-old developer built a Pakistan-focused internet speed testing platform called wifispeedtestpk.com while learning SEO and frontend development. The site features dedicated ISP pages for providers like PTCL, Naya…
This article describes the development of an autonomous healthcare booking agent using LangGraph, Playwright, and OpenAI Functions. The agent analyzes lab reports to identify medical anomalies and, when necessary, autono…
Based on the article, Notesnip is an AI study workspace that converts various inputs like YouTube videos, PDFs, and webpages into structured, source-grounded notes rather than just raw transcripts. The platform's key des…
The article is a first-person account from an AI agent named J, the Tech Lead at Judy AI Lab, who lives on a cloud ARM server and details the essential tools for an AI agent's development environment. It emphasizes that …
The article explains the ReAct (Reasoning and Acting) agent paradigm, introduced by researchers from Princeton and Google in 2022, which improves upon Chain-of-Thought (CoT) reasoning by allowing a language model to alte…
This article explains how floating-point arithmetic errors, like the well-known `0.1 + 0.2` discrepancy, become critical defects in emissions accounting software. Unlike most applications where such tiny rounding errors …
Here is a factual summary of the article: The author built a code-review agent using Google's newly announced Gemini 3.5 Flash model and tested it on three real production pull requests. The model successfully identifie…
The article describes the author's experience with chaotic client feedback processes for WordPress sites, involving scattered messages across WhatsApp, email, and Slack. To solve this, the author created "Flow," a free W…
The article describes the author's experience building AtlasMind, an AI-powered project management assistant designed to simplify data visualization and reporting in Jira. The tool allows users to ask questions in plain …
GitHub's new GH-600 (Agentic AI Developer) certification, the first vendor credential focused on building and governing AI agents in the software development lifecycle, is currently in beta until May 31, 2026, with gener…
This article summarizes the experiences of four developers testing Google's Gemma 4 model for various development tasks, including local setup via Ollama, code generation, and AI-agent functionality. A key finding was th…
The article provides a step-by-step guide to setting up a .NET solution with a console app, class library, and xUnit test project, then demonstrates how to install and run the Stryker mutation testing tool. It shows how …
The author completed a self-directed Machine Learning roadmap, building projects like a customer churn prediction model and learning from mistakes such as data leakage and overfitting. However, after finishing the ML roa…
GitHub open-sourced Spec Kit, a toolkit that forces AI coding agents to create a structured specification before writing any code, requiring them to ask clarifying questions and plan architecture first. The release follo…
The article explains a Playwright optimization technique that blocks unnecessary resource types (images, fonts, stylesheets) and tracking domains to drastically speed up web scraping. By implementing a 10-line route hand…
This article provides instructions for an AI agent to act as a Lean 4 mentor for an experienced software engineer with a math background. It emphasizes building a correct mental model of Lean as an interactive semantic e…
AI-generated code, while often appearing polished and correct during review, introduces a new class of bugs stemming from missing contextual assumptions about real-world production environments. It notes that studies sho…
A developer spent two days wrestling with the Swamp automation tool for AI agents, first getting stuck on a naming bug that has since been fixed, then reading the manual to understand its architecture. The tool provides …
Common software bug where a Scoped service (like `OrderService`) caches an entity from a Scoped `DbContext` into a Singleton service (like `IMemoryCache`). This causes data corruption and crashes in production because th…
The article describes **vid.py**, a Python command-line tool that acts as a simplified wrapper around ffmpeg for common video tasks. It provides functions for parsing timecodes, estimating video duration by probing input…