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OpenRouter's Response Healing Slashes LLM JSON Defects by 80%+

OpenRouter's Response Healing Slashes LLM JSON Defects by 80%+

OpenRouter introduces Response Healing, a new feature that automatically repairs malformed JSON outputs from LLMs before they reach applications. Early data shows defect rates plummeting by up to 99.8% across major models like Gemini and Qwen3, fundamentally improving reliability for developers building with structured AI outputs.

Codeboards Aims to Automate Developer Portfolios Amid Hiring Challenges

A new tool called Codeboards promises to solve the persistent headache of maintaining developer portfolios by automatically aggregating contributions from multiple sources. Created by a CTO frustrated with traditional hiring methods, it generates updated profiles with optional verification—addressing gaps left by GitHub and LinkedIn.
MIT Researchers Unveil Evolutionary Sandbox for Studying Vision Through AI

MIT Researchers Unveil Evolutionary Sandbox for Studying Vision Through AI

MIT scientists have created a computational framework where AI agents evolve vision capabilities across generations, simulating how environmental pressures shape biological eyesight. This 'scientific sandbox' allows unprecedented exploration of evolutionary pathways by manipulating environmental constraints and tasks.
Emacs Configuration: The Art of Yak Shaving While Brewing Tea

Emacs Configuration: The Art of Yak Shaving While Brewing Tea

A developer chronicles their transition from Sublime Text to Emacs, revealing how deep customization battles mirror the precision required for perfect tea preparation. Through elisp functions and package configurations, this journey exposes both the frustrations and triumphs of mastering a decades-old editor.