At Google I/O 2026, Google announced WebMCP, a proposed open web standard that allows developers to annotate JavaScript functions and HTML forms so browser-based AI agents can call them as structured …
The article describes a reliability stack for making LLM API calls in TestSmith, consisting of four layers: retry with exponential backoff (default 3 attempts), a semaphore to limit concurrent calls (…
The article explains that while Google's claim of 2x performance-per-watt for its AI hardware is accurate for peak compute loads, it fails to account for "ghost power"—the significant energy GPUs cons…
The article explains that CORS (Cross-Origin Resource Sharing) is a browser mechanism that relaxes the same-origin policy, which by default blocks JavaScript on one origin from reading data from anoth…
The article describes TestSmith's language-agnostic code generation system, which uses a plugin-based "Driver Plugin Model" to support five programming languages (Go, Python, TypeScript, Java, and C#)…
The article explains why the developers of TestSmith rewrote their CLI tool from Python to Go, citing distribution friction as the primary motivation. By moving to Go, they achieved a single static bi…
Here is a 2-3 sentence factual summary of the article: The article explains that TestSmith was created to solve the high "setup cost" of writing tests, which involves tedious boilerplate work like cr…
The article describes the creation of "Lernbuddy," a local-first AI study companion for children aged 10–14, built using Gemma 4 E4B. The app runs entirely on-device with no network calls, ensuring st…
The article outlines five common reasons for SSH connection failures to an EC2 instance, including incorrect key file paths, wrong default usernames for different AMIs, unprotected private key files, …
Based on the article, a typical HVAC shop with 10 trucks loses an estimated $65,000 per month in revenue from missed inbound calls, a cost that is not tracked on standard financial reports. The articl…
The article describes RedBase, an open-source .NET ecosystem developed over three years to eliminate repetitive infrastructure work in .NET projects. It replaces traditional data layers, integrations,…
Scrumpan, an AI-powered Agile collaboration platform for software teams, officially launched today. The platform aims to simplify Agile processes by combining tools like Planning Poker, retrospectives…
This article documents a Java engineer's process of learning TypeScript by building a BMI calculator CLI tool, with the author writing all code themselves while using AI for guidance and debugging. Th…
The author describes their transition from building custom WordPress websites (involving PHP, custom post types, and REST API endpoints) to developing with Node.js, React, and Vue.js. They explain tha…
The XiHan Snore Coach is an Android-based MedTech application that tracks and analyzes snoring and sleep apnea symptoms entirely offline on the user's device. It uses the Gemma 4 2B/4B Ultra-Mobile Mo…
Here is a 2-3 sentence factual summary of the article: The article explains that while many engineers can identify AI coding agent hallucinations—such as the model inventing nonexistent APIs or ignor…
The article announces the release of mcp-probe v1.4.0, a tool that adds contract assertions for production MCP servers. It explains that basic startup and schema checks are insufficient for production…
The article compares four AI governance tools—guardrails, AI gateways, model routers, and PolicyAware—explaining that while the first three handle response formatting, request routing, or model select…
Based on the article, Partner is an autonomous AI research companion that works independently in the background, conducting tasks like reading papers, analyzing codebases, and generating ideas without…
This article draws parallels between rugby and software engineering, mapping core rugby mechanics like scrums, rucks, and mauls onto software architecture, team dynamics, and development workflows. It…