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News
Building a Multi-Agent AI Pipeline with Mastra and TypeScript
3+ week, 1+ day ago (965+ words) Building an AI feature is easy. Building a reliable multi-agent pipeline that coordinates four specialized AI agents, persists intermediate state, skips already-completed work on retries, and keeps the API responsive while the models think — that is the hard part. This…...
macOS Keychain Support for Electron Apps: A Game Changer for Secure A…
3+ week, 4+ day ago (328+ words) keychain‑store, an open‑source module, now adds full macOS keychain support for Electron apps. The API lets developers read and write secrets straight into the system keychain, using the native macOS security framework. Built‑in OS‑level encryption The…...
From ReAct to StateGraph: Building a Production-Ready Research Agent with LangGraph and Firecrawl
1+ mon, 1+ week ago (357+ words) Most AI agent tutorials show you the same pattern. You write a while True: loop. The AI calls a tool, gets a result, and calls another tool, again and again, until it decides to stop. It looks simple. It looks…...
Why HEIC Images Don’t Work Everywhere (And How to Fix It)
8+ mon, 3+ week ago (159+ words) HEIC (High Efficiency Image Container) is based on the HEIF standard. Apple adopted it because it offers: From a technical standpoint, it’s a solid format. Despite its advantages, HEIC still isn’t universally supported. Common situations where HEIC causes issues: In…...
Project-Based Learning With 3D Design and Printing: Transforming Classrooms Through Creative Making
9+ mon, 2+ week ago (158+ words) This article highlights ten powerful 3D design and printing projects, each paired with its educational benefit and a clear example project. Together, they illustrate how 3D-printed learning experiences build creativity, deepen subject knowledge, and foster 21st-century skills. Project Example: Design and…...