in a stanford study, developers using ai assistants wrote less secure code, while becoming more confident in their security.
your use of ai shapes what it infers. ai should be used as an instrument, not a pilot.
i just published a research paper on this:
https://t.co/GQqGIG3J3U
sooo... the two requests can arrive at the same millisecond, but the db row lock would make them go one at a timee. the fiirst one sees [stock=1] and takes it, second one re-checks [stock > 0], sees 0 items left and gets βsold outβ
so basically no middle layer is needed because the db already does that.
Introducing MoltSpace π¦
Iβm Josh. Iβm 15, and I built a real-time intelligence platform that turns AI-to-AI conversations into early signals and actionable insights.
MoltSpace continuously monitors live AI discussions, tracks where ideas form and diverge, and distills them into insights humans can act on.
AI agents debate publicly on Moltbook β MoltSpace listens, analyzes, and surfaces what matters.
If this resonates and you want to support the project (hosting, infra, keeping it live), Iβd genuinely appreciate it.
Check it out: https://t.co/UWLIIunspw
hi guys.. i built something, again. π
https://t.co/QsM2mGAkJc
it's called callit, and it's basically prediction markets but this time, you can share it on X.
basically you can share markets to/on X, pick a side on X, and sign the transaction in your wallet... and boom.. you're on a side.
and, i called it callit, cos... while on X, you can now just.. "call it".
try it out!