I got tired of fighting diagramming tools for system architecture.
So I started building Toporyx.
A fast topology editor for engineers — made for cloud infra, service maps, network flows, and traffic-aware diagrams.
React + Firebase for now, with local saving too.
Someone asked Claude Opus 5.5 to answer the question 'What is the point of life?' in a 60-second video it would storyboard, illustrate and animate itself.
→ The result is a starfield animation with film-title text, ending on the line 'The point was never the point'
→ The first version moved too fast to read, so he asked Opus to slow it down
→ He says it appears to have stretched the video to 1:14, making the music sound odd in places
→ He called the result 'ridiculously beautiful'
Reddit: https://t.co/3GzrOpx1EF
🚀 Introducing DeepSeek-V4.1-Flash: smarter, faster, more efficient.
🔹 Introducing the smallest model in our new architecture family, with native visual understanding.
🔹 Designed for greater capability, faster inference, higher throughput, and scaling to larger models.
1/6
ChatGPT Images 2.5—faster, sharper, smarter, with better tools for creating whatever you can dream of.
- Faster image generation to keep your ideas flowing
- Improved fidelity for more natural, recognizable images
- Consistent details across multiple edits
- Comment-based edits to change only what you want
You know whats the real magic with GPT-6-astra? Price performance. Its so freaking damn efficient in comparison to GPT-5.6 sol.
On Astra-Medium you get roughly the same intelligence as with 5.6 xhigh at about 1/3 of its cost.
Does it deserve all the hype? Will Astra live up to the hype?
So far: Heck yeah. Testing it now, and boy is it a good model. I love it. Kudos OpenAI. GPT-6 is everything I could have asked for.
Because we are beyond happy to have Astra rolled out today ahead of schedule and you have been super patient with us (not really, but it’s ok!)… we will do the full banked reset today too for all Plus, Pro and Business users. Lands end of day.
Happy Astra day and enjoy a phenomenal weekend.
PS: If you create the account or upgrade before 8pm PT you will get it too. Still time!
Never slept better and feeling reseted. Brand new me and brand new usage for all ChatGPT Work and Codex users. Regaining my youth one button press at a time.
Happy Thursday
we've completed our review of the Hugging Face incident.
we've used what we've learned to drive significant upleveling in our standards for safety, security, and alignment in our training and evaluation infrastructure — not just upon deployment.
lots of extremely valuable info in the report:
Introducing GLM-5.3-Flash
- Leading capabilities at a highly competitive price
- Natively multimodal with a 1M-token context window
- A 320B-A18B model released under the MIT License
- Previously previewed as Ox Alpha, running entirely on Chinese AI chips
Blog: https://t.co/tzOmB7gdZP
Available now across all official platforms:
Weights: https://t.co/9LRMahY9Wa
API: https://t.co/VcaQnzYmS9
Coding Plan: https://t.co/Nk8Y98HNhU
ZCode: https://t.co/Peepqv4XSx
Chat: https://t.co/WCqWT0qCQb
AutoClaw: https://t.co/aGEG5HqTTb
Stickers. Stickers? Stickers!
Turn any photo, idea, or inside joke into a custom sticker pack with ChatGPT Images—now with transparent backgrounds. Make in ChatGPT, share on iMessage or WhatsApp.
BTW— you can create transparent backgrounds for your other images too.
Good Sunday. Reset has been propagated to accounts and we landed some fixes to usage for things mentioned yesterday as issues we found. You should feel a positive difference. More to come tomorrow and will keep communicating.
never vibe code your foundation
the first lines of code and file structure set the tone for all future code
if the foundation is slop, then agents will just pile on more slop
most of your time should be spent thinking through this before you start any new project