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Stop Using TypeScript as a Type Checker — Start Using It as a Design System
TypeScript is often misunderstood as merely "JavaScript with types," but this definition captures only about 30% of its value. Its true power lies not in preventing runtime errors, but in enforcing system design discipli…
I stress-tested Gemma 4 E4B's 128K context on a laptop GPU — recall is great, prefill is not
Here is a factual summary of the article: The article details a stress test of the Gemma 4 E4B model's 128K context window on a laptop GPU (RTX 5050). The test found that while the model's recall of information within t…
Python SDK for Tell A Bot API: Automate Your SMS Verification
The article announces the release of a Python SDK for the Tell A Bot API, which provides temporary US phone numbers to receive SMS messages and OTP codes for over 700 services. The SDK allows developers to automate phone…
What I Understood from Cracking the Coding Interview
The article summarizes key lessons from the book *Cracking the Coding Interview*, emphasizing that technical interviews test problem-solving ability and practical coding skills rather than academic knowledge or memory. I…
How Thinking Machines built interactivity into the model
According to a May 11, 2026 research preview from Thinking Machines, the company has developed a new class of "interaction models" that process audio, video, and text in continuous 200-millisecond ticks, eliminating the …
Four production pitfalls that turn RAG demos into broken chatbots
Based on the article, the primary reason RAG (Retrieval-Augmented Generation) chatbots fail in production is that internal demo questions are written by people familiar with the knowledge base, while real users ask long-…
Active Page: Tackling Local AI for Transforming Passive Reading into Active Recall
Active Page is a local-first application that uses the Gemma 4 E2B model to combat the "forgetting curve" by automatically generating contextual quizzes from reading material. It runs entirely on the user's machine for z…
yard-fence 0.9.0: cleaner YARD docs when Markdown braces get in the way
yard-fence 0.9.0 is a Ruby gem that preprocesses Markdown files to prevent YARD from generating noisy `InvalidLink` warnings caused by braces in code examples or placeholders. The update introduces explicit Rake-driven d…
I Reviewed 9 Web Dev Studios in Kazakhstan Before Picking One — Here's What I Found (and Why the Stack Choice Shocked Me
After auditing nine web development studios in Kazakhstan, the author found that eight of them relied on PHP/Laravel, WordPress, or proprietary CMS systems with restrictive licensing, which were unsuitable for scalable p…
How Agentic AI Is Changing Cross-Border Payments (and What It Means for Developers)
Agentic AI is transforming cross-border payments by enabling systems to autonomously plan, execute, and manage multi-step workflows—such as real-time treasury optimization and payment orchestration—without requiring huma…
I Didn't Write a Single Line of Code. I Built It Anyway.
The author, a non-traditional developer with a background in the U.S. Army and automotive repair, built a full-stack invoicing application for his home mechanic business using AI tools, spending only $0.50 in API tokens …
Source Score: Continuing Exploration of LLM Usage in Automated Workflows
The article describes a system that automates the extraction and verification of falsifiable claims from news articles. It uses NewsData.io to fetch the ten newest articles from a source, then employs LLMs via OpenRouter…
Your Node.js Server is Using Just One CPU. Here's How to Fix It.
The article explains that Node.js runs on a single thread, meaning a deployed application only utilizes one vCPU at a time, leaving additional vCPUs idle. It introduces clustering as a solution, which spawns multiple wor…
🚀 Google Antigravity 2.0 Quietly Changes What It Means to Be a Software Engineer
At Google I/O 2026, Google introduced Antigravity 2.0, a platform expansion powered by Gemini 3.5 Flash that shifts software engineering from writing code line-by-line to orchestrating intelligent agents. The system allo…
Environment variables vs connection references in Power Platform
Environment variables and connection references in Power Platform both enable managed solutions to be imported across Dev, Test, UAT, and Prod environments without developer edits, but they serve distinct purposes: conne…
AI API Integration Testing Checklist for Multi-Model Apps
This article presents a testing checklist for applications that integrate multiple AI models (such as GPT, Claude, and Gemini) through a single OpenAI-compatible API gateway. It emphasizes verifying configuration details…
Why I Can't Stop Thinking About Google's New A2A Protocol
Google's new Agent2Agent (A2A) Protocol, unveiled at Google I/O 2026, is an open-source communication standard that enables AI agents built on different frameworks to discover, negotiate, and collaborate with each other.…
Perovskite cell scaps simulation analysis
This article describes a final-year project that uses SCAPS-1D simulation data to create a structured analysis pipeline for Perovskite Solar Cells (PSCs). The project includes modules for studying dark I-V and illuminate…
scrcpy Integration in a Tauri App — Android Screen Mirroring on Mac
The article describes how to integrate scrcpy, an open-source Android screen mirroring tool, into a Tauri app for Mac. It covers launching scrcpy from Rust code, bundling it as a universal binary within the app's resourc…