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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…
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…
TerraSight Offline Satellite Analysis Powered by Gemma 4
**Summary:** TerraSight is an offline geospatial analysis tool that processes raw Landsat 9 satellite data on a user's local machine to compute vegetation health (NDVI), urban coverage (NDBI), and land surface temperatur…
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…
🚀 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…
Multi-BU D365 environment: single tenant, multiple LEs
Here is a factual summary of the article: The article outlines three architecture patterns for multinational corporations implementing D365 Finance & Operations across multiple business units (BUs). It argues that the o…
I let Gemma 4 analyze my credit card statements so I wouldn't have to
The article describes Swipey, a local-first, privacy-focused web app that uses Google's Gemma 4 AI model to analyze credit card spending across multiple banks. By uploading CSV transaction files from Chase or Capital One…
Faithfulness gate: the agent layer most teams skip
The article explains that many AI agent teams skip implementing a "faithfulness gate," which checks whether an agent's response is actually supported by the retrieved context before delivering it to the user. This oversi…
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.…
Shopify theme editor: design tokens merchants can edit
The article explains that Shopify themes use a `config/settings_schema.json` file to control which design elements, such as button colors, fonts, and border thickness, merchants can edit in the theme editor without needi…
Dataverse security restructure: lessons applied too late
The article describes a common failure pattern in Dataverse security models, where roles, business units (BUs), and teams proliferate without clear purpose, leading to a complex and unmanageable system. It recommends a r…