Introducing SubQ - a major breakthrough in LLM intelligence. It is the first model built on a fully sub-quadratic sparse-attention architecture (SSA), And the first frontier model with a 12 million token context window which is: - 52x faster than FlashAttention at 1MM tokens - Less than 5% the cost of Opus Transformer-based LLMs waste compute by processing every possible relationship between words (standard attention). Only a small fraction actually matter. @subquadratic finds and focuses only on the ones that do. That's nearly 1,000x less compute and a new way for LLMs to scale.

I’m so happy that I’ve managed to do a lot around my open-source projects with #ai last months before all major players decided to reduce their limits and request more money for the same level. Nowadays even with subscription I’m hitting limits constantly and this is annoying…

Pro-tip: if you want to adopt #agentic development for your PHP project, after initialization, request first your agent to achieve #phpstan level 10 step-by-step, committing each level separately. This will set a foundation layer for agents to make their work better.

Claude is just like a person because it only works 8 hours a day.

As a bonus, github.com/goaop/framework now comes with the highest #phpstan 10 level, targeting full type-safety and guaranteed absence of magic!

Really impressive result! It wasn’t possible previously because of lack of my time, but now I need just ideas and some Claude tokens to implement my ideas and still it will be cheaper than paying someone for maintenance of my OSS projects!

So many cool design submissions! By the way, give the repo a ⭐ too! Let's make PHP get to trending on GitHub 💪

Advices when architecting global services: always geo-distribute your infrastructure across multiple AWS regions, enforce region boundary/isolation, rely on cross-regional replication and work on BCP/DRP scenarios to be ready for incidents.

Interesting that AWS is using its own DynamoDb in so many internal places that it created a SPF => disrupted many services today. Observed that EC2 Autoscaling was not working because info about free machines may be probably inside DynamoDB too, causing inability to scale EC2s

Well, sometimes internal details leaks outside of PHP engine. If you class has a property hook, then ReflectionClass->isIterable() will return true, because engine installs own hook for the get_iterator. Looks like a bug github.com/php/php-src/issue…

🙌 Remembering Ryan Weaver: Teacher, Core Team Member, Friend ➡️ symfony.com/blog/remembering…

Junie, the AI coding agent by JetBrains, is now available in PhpStorm! 🎉 Junie further unlocks the power of PhpStorm tools, changing the game from vibe coding to getting things done. 💪 Try Junie now jb.gg/junie-ps, and share what you end up with in the thread!

Hm, nicely generated )) deepwiki.com/goaop/framework was auto-generated by AI, not bad so far…

I’m in Belgrade for one week 🎄🇷🇸❄️ Is anyone from #phpsrb willing to meet? ) @TheCelavi @PHPSrbija @nikolaposa

Amazing nature! I have never seen before a rainbow in mountains! #kopaonic #Serbia 🇷🇸