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I'm actually crashing out..
my agent broke prod by doing exactly what it was told
> be me
> hand my coding agent the team docs
> it reads every page and follows them to the letter
> ships the feature in 10 min
> prod breaks
> the docs were 3 weeks old
@falconer_ai watches the code, flags the docs that went stale and drafts the update for you to approve
agents ship this fast now, so the docs have to keep up on their own
One thing people underestimate about AI agents: they don't make just one model call.
They make call after call, and every delay can slow down the entire workflow.
@general_compute is bringing @positron_ai's memory-first inference technology to its cloud platform to tackle token generation performance.
Atlas comes first, Titan follows, and availability is planned for Q1 2027. AI infrastructure is getting interesting.
One of the biggest problems in Web3 isn’t a lack of data.
It’s the inability to verify valuable real-world data without compromising privacy. 👀
Think about it.
Your trading history lives on an exchange. Your financial records live in traditional systems. Your social reputation exists on Web2 platforms.
But what happens when a Web3 application needs to verify something about you?
You often face an uncomfortable trade-off: reveal sensitive information, rely on an intermediary, or miss out on the opportunity entirely.
This is why we need @primus_labs in this space.
Primus is building cryptographic infrastructure that uses technologies like zkTLS and privacy-preserving computation to help applications verify off-chain data while protecting sensitive information.
Imagine proving that you meet a certain financial requirement without exposing your entire account balance.
Or verifying information from a web service without asking that service to rebuild its infrastructure for blockchain integration.
That’s a powerful direction for Web3.
Because the next stage of adoption won’t just depend on faster chains or cheaper transactions. It will also depend on how securely applications can use information from the world outside the blockchain.
Primus is working toward making that possible.
The internet already has the data. The missing piece is making it verifiable without sacrificing privacy.
Explore by joining here: https://t.co/efqLiNNFF0
I’ve always thought an NFT should be more than something you buy and leave sitting in your wallet.
That’s why this latest move from @0xhazels caught my attention.
Hazels has opened Discord for NFT holders and stakers, creating a place to connect with selected project allocations, grants and other ecosystem opportunities.
Personally, I think the real value of an NFT collection depends on what the team builds around it after the mint.
The artwork might bring people in, but the utility is what gives them more reasons to stay.
Now I’m interested to see how Hazels turns these opportunities into real value for its community.
For more details the link is in the quote post
@0xhazels #WEAREHAZELS
Quantum and classical computers don’t speak the same language. This has been a major hurdle for those trying to use quantum hardware in practice.
The @quipnetwork recently introduced QVM, a shared instruction set that runs on annealed, gate based quantum systems and classical hardware. Developers write a single constraint based program instead of rewriting machine specific code for each different system.
Researchers are already pointing to it for practical tasks like chemical and biological process design, where physics based models need to run on any available hardware.
This isn’t just a side note to the research, either. Quip accounts now run on SHRINCS post quantum signatures, independent audits of Oak Security are public, and wallets are already running on EVM.
Most quantum projects are still stuck in proof-of-concept. @quipnetwork has delivered something that developers can use on a variety of hardware today.
Three cautions about Jio's reported 30x anchor book:
Bids aren't the same as allocations. Anchor demand isn't public subscription. Demand doesn't guarantee listing gains.
The headline number matters, but it should be considered alongside the RHP, valuation and risks.
#SabkaJioIPO
AI isn’t replacing creativity it’s removing the technical gap between an idea and reality. ✨
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