UPDATE: Kev-0.6B, 4B, and 8B are now available. Kev is a family of small open source Jev-like decision models you can train and run yourself.
This new family is based on Qwen3 using the same LoRA + small pointer head technique as before, but scaled up.
Out of domain, on data Kev never trained on: Kev-8B 79.6%, Jev 85.7%.
• Drop-in TypeSafe System One API; their SDK works with one `base_url` change
• Kev-4B serves on a 32 GB Mac in bf16: ~300 ms for five questions, ~40 ms on an H100
• Repeated documents hit a KV cache: 2-2.5x faster
• Apache 2.0 License. Kev-4B trains in 40 minutes on one H100. Kev-8B in 83 minutes.
Code, weights, evals: https://t.co/rTmUIMvfwh
📜 introducing ossrules.md
- learn how leading OSS projects use agent rule files
- discover skill files that projects actually use
- level up your own projects and workflows
I've personally learned a lot just exploring
I've just realised today that I missed the 4-year anniversary of releasing Battle Ready Laravel!
I released it on 6th September 2022! 🎉
In that time, I've sold over 1.4k copies.
I can still remember the feeling of nervousness I had on release day. I don't think I'll ever forget how exciting it felt watching my phone keep buzzing with sales email letting me know I'd sold another copy. What a feeling that was! 😄
Writing the book opened so many doors for me. I got a chance to make friends with people around the world. And I landed new jobs/contracts off the back of it!
But most of all, I got a huuuuuge sense of satisfaction hearing how the book helped people.
It's something I'm super proud of!
Thank you to everyone who bought a copy!
If anyone wants to grab a copy of any of my books, I've generated a limited time discount code to get 50% off (yes, it also works with bundles 😄)!
Discount code: 4YEAR50
https://t.co/Pyl3pXjzLN
Laravel MCP 1.0 is here 🎉
This is a big protocol upgrade with support for MCP version 2026-07-28.
Stateless servers, searchable tool catalogs, caching, improved OAuth, MCP Apps updates, and a lot more.
Quick thread 🧵
heya, this is Andy from tldraw. Here are 10 free bugs I found with @OpenAI's new chatgpt sketch feature. #3 will shock you
1. Vertical and horizontal lines look jagged when resizing them (1/10)
I am happy to announce the newest addition to the Forte ecosystem: Sheath.
Sheath is a Laravel-first linter for HTML and Laravel Blade templates, and ships with over a hundred rules covering everything from accessibility to Blade correctness.
https://t.co/7TcVuzE93W
we've audited every modal and dialog in the tui
looking for ways to remove unnecessary items, establish consistent patterns, and improve visual design
detailed breakdown coming soon 🔊
Claude or Codex can write your own PRs but @ryangjchandler thinks you should instead. Read why writing them yourself makes you a better engineer and a better teammate.
https://t.co/uLdkpo2jAw