Most RAG systems don’t understand sophisticated documents — they shred them

Standard RAG pipelines treat documents as flat strings of text. They use "fixed-size chunking" (cutting a document every 500 ...

So yeah, I vibe-coded a log colorizer—and I feel good about it

Oh, sure, I can “code.” That is, I can flail my way through a block of (relatively simple) pseudocode and follow the flow. I ...

Qwen3-Coder-Next offers vibe coders a powerful open source, ultra-sparse model with 10x higher throughput for repo tasks

On SWE-Bench Verified, the model achieved a score of 70.6%. This performance is notably competitive when placed alongside ...

Mistral's New Ultra-Fast Translation Model Gives Big AI Labs a Run for Their Money

Too many GPUs makes you lazy,” says the French startup’s vice president of science operations, as the company carves out a ...
Security Boulevard

Enabling and Securing Basic Authentication: A Comprehensive Guide

Learn how to enable and secure basic authentication for enterprise systems. Guide covers tls encryption, credential hygiene, and sso migration for ctos.
OSTechNix

Pocket TTS: High-Quality Local Voice Cloning Without GPU

Pocket TTS delivers high-quality text-to-speech on standard CPUs. No GPU, no cloud APIs. It is the first local TTS with voice ...