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.

The DOJ released the final Epstein files. Where do the survivors go from here?

The Justice Department says their review into convicted sex offender Jeffrey Epstein is done, with the release of millions of documents and thousands of images and videos last Friday.Annie Farmer is ...
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 ...