React + FastAPI is the perfect stack 🔥
Clean, fast, terse (yes, less tokens used), stable, scalable.
Just shipped this todo app with 25 tests as the ultimate app starter: https://t.co/ehewvoJSZB - Use it with Claude Code / Cursor as a starter template.
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I am a Claude Code user but I also tried to use just Claude API and tools with a small context window and a short pre-prompt. Having a smaller context window as baseline is generally giving me a better experience when performing not excessively complex tasks. I think we need a mixed approach overall to nail this.
@siranwrapper redis is not only cache but it can be used as a full-fledged database (e.g. Amazon MemoryDB / Valkey, Azure Managed Redis or self host redis with AOF + Cluster)
@CoderUday High quality synthetic data will become important. Don’t forget that AI can just read working code from Github open source projects, I bet that this will be the second main source of training in terms of size, in particular well documented code.
@clivassy ask the AI to read and explain the code, if after reading the code you still don’t understand it, ask the ai to write a high level test suite (optional) and to write a simpler version that works and you can read
It’s a very nice perspective but I disagree on coding, we passed the biggest advancement point with sonnet 3.5 and we’re decelerating. GPT3, 3.5 and Sonnet 3.5 were all revolution points for coding but after Sonnet 3.5 we didn’t get any big breakthroughs in terms of models. Agentic coding methods are evolving but that’s not a silver bullet.
Even with BRC-20 and Ordinals around (which, let's be honest, aren't exactly elegant implementations, and most of the top BRC-20s are not very useful), we still haven't seen fees spike that much or a proper fee market develop on Bitcoin.
On the OP_RETURN debate - honestly, I don't have a strong stance either way. I'm generally pro-innovation when it comes to Bitcoin, and this feels like it could be a good time to push things forward. That said, there's definitely something to be said for playing it safe - maybe wait few years, and if we do increase it next year, just bump it to something reasonable like ~3x the current 80 bytes.
I think we'll eventually need bigger OP_RETURN for legitimate use cases anyway. What I'm really interested in is making life easier for protocols that want to build token systems right on Bitcoin L1 - those would benefit from being able to store more data per transaction.
Onboarding a pear ton of users to @keet_io this weekend 😅
Just so you know. @keet_io doesn't, nor will it ever, have a token. It's P2P. If someone tells you otherwise they are trying to scam you.
Enjoy free and private P2P comms.
There's a new kind of coding I call "vibe coding", where you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It's possible because the LLMs (e.g. Cursor Composer w Sonnet) are getting too good. Also I just talk to Composer with SuperWhisper so I barely even touch the keyboard. I ask for the dumbest things like "decrease the padding on the sidebar by half" because I'm too lazy to find it. I "Accept All" always, I don't read the diffs anymore. When I get error messages I just copy paste them in with no comment, usually that fixes it. The code grows beyond my usual comprehension, I'd have to really read through it for a while. Sometimes the LLMs can't fix a bug so I just work around it or ask for random changes until it goes away. It's not too bad for throwaway weekend projects, but still quite amusing. I'm building a project or webapp, but it's not really coding - I just see stuff, say stuff, run stuff, and copy paste stuff, and it mostly works.
What's your favorite tool for vibecoding/AI-assisted development? 🤖I
'm deep into orchestrating code with Claude for the productivity boost, but curious what's working for others.
Cursor? Windsurf? Lovable? V0? Others?
Drop your setup below - keen to try new tools! 👇
https://t.co/YsEcMyM8OG at minute 17 @giaccomozucco explains why RGB and stablecoin matter for crypto with a long but very beautiful intro #bitcoin#opreturn - recommended!