DEVELOPER NEWS STREAM
Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.
myougaTheAxoDesigning 2FA (TOTP) with Claude Code: Google Authenticator, Backup Codes, Recovery
Introduction Passwords alone aren't enough — implement 2FA with TOTP (Time-based One-Time...
myougaTheAxoE2E Testing with Claude Code: Playwright Test Design and Page Object Model
Unit and integration tests pass, but the UI breaks in production. End-to-end tests with Playwright...
myougaTheAxoError Handling with Claude Code: Custom Error Classes and Centralized Error Management
When you handle errors ad-hoc in each route, you end up with inconsistent response formats, stack...
Daniel RomitelliMR‑GRPO in Practice: The Reward Mixer That Stops CLIP From Lying to Your Scene Compiler
I replaced CLIP-only candidate ranking with a multi-signal reward mixer that scores each candidate across independent signals, normalizes them grou...
myougaTheAxoTest-Driven Development with Claude Code: Write Tests First, Then Make Them Pass
Claude Code is well-suited for test-driven development (TDD). The key is knowing when to write tests...
myougaTheAxoClaude Code in Monorepos: Hierarchical CLAUDE.md and Package-Scoped Instructions
Monorepos are common for full-stack TypeScript projects (Next.js + API + shared packages). Claude...
myougaTheAxoSafe Refactoring with Claude Code: Diagnose First, Change Minimum, Verify Always
Saying "refactor this" to Claude Code without constraints is asking for trouble. It might rename...
Dominik PaszekSignals vs Observables — I Built the Same Feature 3 Ways. Here's What I Learned.
Signals vs Observables — I Built the Same Feature 3 Ways. Here's What I Learned. Every...
Daniel RomitelliPhase 2 Calibration: Per‑Category OOD Thresholds + Group‑Relative Reward Normalization in My Scene Compiler
Phase 2 is where I stopped treating out‑of‑distribution detection as a single global knob and started calibrating it per prompt category, using a b...
Midas126Mastering TypeScript's Advanced Types: Beyond the Basics
Unlock the True Power of TypeScript's Type System If you've been using TypeScript for a...
Programming CentralThe Ultimate Guide to Human-in-the-Loop (HITL) AI Agents: Why Fully Autonomous Isn't Always Smart
Imagine a high-speed assembly line manufacturing luxury cars. The robots work with precision, moving...
Alex CloudstarTypeScript Without a Build Step: Native Type Stripping in Node.js
Node.js can now run TypeScript files natively. No ts-node, no tsc, no esbuild. Just node index.ts and you are done. Here is what type stripping actually means, why it matters, and when you still need a proper build step.
이재한I built a browser-based document diff tool — here's how and why
The Problem Developers have git diff. But what about everyone else? I watched coworkers compare two...
Daniel RomitelliDefensive Multi‑Agent Scoring: How I Made LLM Reviews Clamp, Stream, and Fail Loudly
Multi‑agent scoring isn’t “math,” it’s input validation under adversarial-ish conditions: truncated JSON, missing fields, and silent no‑responses. ...
zhensherlockProtocol Launcher Series: One-Click Launch for IntelliJ IDEA and JetBrains IDEs
After introducing one-click configuration for CodeBuddy, today we turn to one of the most common...
fonlowCraft Web Theme Loader using ChatGPT 4
Requirements User Story As a web app user, I want to choose from multiple...