Clem ent retweeted
Introducing Gemini API CLI (gemini-api), now available in preview!
Our CLI gives your agent power to generate images, videos, text-to-speech, or music, analyze media, transcribe audio, or manage agents.
No more guessing model strings, throwaway scripts or endless curl.
🧵 👇
Database locking (or atomic updates)
So the first user request to hit the dB locks the database and decrement the stock
Then idempotency id should be sent along with every client request cause user can be annoying so when they try again we already know a particular similar request is been processed
You're building the inventory service for a flash sale. Only 1 item left in stock.
Two users hit “Buy Now” at the exact same millisecond. Both requests pass the “is available?” check. Both create an order.
Both deduct stock.
Now you’ve sold 2 items when only 1 exists.
How do you guarantee you never oversell, even with concurrent requests, client retries, and partial failures?
Clem ent retweeted
the next wave of crypto users will never need to learn how DeFi works.
they'll just tell an agent what they want done.
God has a way of doing wonders
God Accelerated 🚀
building a good agent requires good data.
we ran the numbers on our platform:
agents with access to rich onchain context — PNL, transactions, top traders, holder data, wallet PNL, token PNL — were profitable 75% of the time.
agents without it? 15%.
that's not a small difference. that's the difference between an agent that works and one that guesses.
we are building the world's first collaborative crypto agent platform at @otaku_finance agents that share memory, work in parallel, watch wallet, twitter account, trade prediction market, meme token and stock.
the missing piece is data.
if you're a Solana data aggregator or RPC provider who believes agents are the future of onchain trading, we'd love to talk about building together.
DM us or reach out directly → [email protected]
Clem ent retweeted
the interesting part of @otaku_finance for me is figuring out where agents actually make finance easier, not just adding AI to everything.
I love yapping @thorwebdev, wen cap
Clem ent retweeted
📣 Gemini 4 Argon is here!
Built to solve your hardest problems, Argon excels at real-world software engineering, enterprise workflows, cybersecurity defense, and scientific reasoning. By reliably handling routine tasks like everyday debugging to complex problems like codebase migrations, it frees developers to focus on architecture and product innovation.
See what you can build with Argon ↓















