Coding agents write mobile code faster than any team can review it.
🙌 Introducing Expo Simulators: cloud simulators built for agents.
Your agent runs its change on a cloud simulator or emulator and brings back the recording before it asks for your attention.
@expo@JI Impressive! Congratulations to the Expo team. I'm curious to see how much this will cost in tokens, especially for developers on limited AI subscription plans.
Those period when you are vibe coding.
Your breathing gets quicker. You keep shifting in your chair. You can't sit still.
It feels like progress. It can be a red flag. When you're excited about how fast you're building, you stop asking what you're building.
So when you feel it, stop. Step away from the agent and ask one question: what am I trying to prove?
If you can't answer, write a plan before you write more code.
Claude just gave me a free reset. Tomorrow is going to be fun. Maximising my churn rate!
Claude users, claim your reset on your Claude account.
Tip: Save a “Reset for free” offer for a planned heavy week, and make sure to check its expiry date.
Before you npm install, do you really need the whole package or just one feature?
Check what your framework already offers. If it's something small, try building it with AI. You might need less code than you think.
I shared a few thoughts here: https://t.co/r06wVho2bw
New Anthropic research: progress on provable inference for large language models.
Here, we introduce FlashProve. Building on established cryptographic techniques, FlashProve allows developers to verify whether a given response came from a given AI model. It’s substantially more efficient than prior open-source methods for doing so.
These proofs have a range of applications. They can, for instance, make it harder for attackers to hijack a chat, or enable safety evaluators to verify that the model they’re testing is the same one being served to customers.
For our full write-up, see here: https://t.co/OIZWPb6QZa
Further progress in provable inference will likely be an important part of improving trust in AI deployment. To that end, we're open-sourcing FlashProve’s code, here: https://t.co/7ky3Ir8V06
We’re grateful to our collaborators: Alessandro Chiesa, @GiacomoFenzi, @gwberg95, @miranda__christ, Rahul Dalal (https://t.co/pjWKLHWXyz) and Ben Mayer (@transmissions11).
Flock PHP 1.0 is here! 🥳
The free and open source local development environment for Laravel and PHP, native on macOS, Windows and Linux.
No paid tier, every feature included. Out of beta and ready for your projects.
https://t.co/3lzc7dmkqH
Building your first AI feature? Consider learning these five things first:
• Model APIs
• Embeddings and retrieval
• Evals
• Audio/video pipelines
• Local vs. hosted models
Pick a small project and learn as you build.
https://t.co/Fm5gSq6iDc