
Guildly: Building Products While You Sleep
A workspace where AI agents work together like a real team.
Three New Tools for Running LLMs Locally and Cutting API Costs
Free guides for local deployment, a clever cost hack, and an agent handbook show LLM development is maturing.

Training a Massive AI Model on Ukraine's Entire Legal System — Here's What Would Happen
Could a 860-billion-parameter model trained on 2 TB of Ukrainian court decisions beat today's AI at legal reasoning?

How Ukraine's Largest Court Database Got Vectorized: 33.7M Decisions, One Vector DB
Making public judicial records searchable through semantic search

Where AI Actually Works in Banking: It's Not Where You Think
Why LLMs are the last 10% of the solution—and what takes up the other 90%

Fable 5 Was Suspended, Then Redeployed: The Real Story Behind the 'Jailbreak'
How a safety report led to export controls, a brief global shutdown, and what Anthropic found when it looked closer

Eloquent Events vs Domain Events: Why Framework Hooks Aren't Enough
When your application outgrows simple event listeners

Getting the Most Out of Auto Sound Recorder AI: Hidden Features You Didn't Know About
Discover practical tricks to automate voice recording, transcription, and more with this lightweight open-source tool.

Open-Source Gets a New Safety Net: Angular's OpenNG Foundation
How a community is taking better care of the libraries that power modern applications

Understanding HTTP Cookies: A Browser-Based Inspector Guide
Parse Set-Cookie headers, check security settings, and spot risks — without any server

How Stolen Firewall Credentials Are Fueling Ransomware Attacks
The FortiBleed campaign shows why multi-factor authentication and password management are critical

AI Judges Are Consistent But Wrong—Why That's a Problem
A massive audit reveals that machines grading machines can be perfectly reliable while being consistently unreliable

