Aspiring Apps

Post-PC app development on mobile, tablets, PWAs. Web3 Billing and Invoicing on Post PC platforms with storage on Filecoin and IPFS.

[Molly Mackinlay | momack @momack28]

Solid demo lineup from @LocalAI_API, @coinbase, @latticexyz, @ekacareHQ, & more!

[Manu Sheel Gupta @manusheel]

@momack28 @libp2p @IPFS Hi Molly :) This is wonderful. Thank you so much for continuously supporting builders and community outreach.

Appreciate your great support and initiative as always in helping grow the @libp2p and @IPFS ecosystem.

[Manu Sheel Gupta @manusheel]

@ethereum Quadratic funding to https://t.co/BeKrgvFpXu helps: Even small donations have massive impact through matching.
This is a public goods problem: Leakage vulnerabilities affect the entire ecosystem.
Help us secure the future of:
⚡ Ethereum & Web3
🤖 AI agents
🌉 Multi-chain systems

[Manu Sheel Gupta @manusheel]

@ethereum Open-source foundations already released:

🔗 Deep Learning SCA
🔗 AutoMLQuantILDetect
🔗 AutoML QILD Experiments
🔗 AutoSCA HW Wallet Tester
Including modern deep learning approaches like TimesFM + AutoKeras for automated side-channel analysis.

Github: https://t.co/RpNAgTzKTo

[Manu Sheel Gupta @manusheel]

@ethereum This class of attacks has been build on decades of side-channel analysis & #cryptographic leakage #research, attacks like:
• Bleichenbacher attacks
• #TLS padding #oracle vulnerabilities
• Timing attacks on #Web3, cryptographic #systems
Leakage-based attacks work in practice.

[Manu Sheel Gupta @manusheel]

@Ethereum & #Web3 security today focuses on visible threats:
• Smart contract exploits
• #Wallet hacks
• Phishing attacks
But there’s a more subtle and dangerous risk almost nobody is watching:
👉 Information leakage.
Systems may reveal secrets even when they work correctly.

[Manu Sheel Gupta @manusheel]

@ethereum @Ethereum , #Web3 wallets , #AI #agents & multichain systems can unintentionally leak information through:
⏱ Transaction timing
⛽ Gas usage patterns
✍️ Signing behavior
🌉 Cross-chain execution traces
Adversaries analyze these signals to infer secrets WITHOUT exploiting a bug.

[Manu Sheel Gupta @manusheel]

Grateful to @Giveth & @thedaofund Security Fund for supporting open source Ethereum #security #research 💜
LeakDetectAI: https://t.co/BeKrgvFpXu , has officially been accepted into the @ethereum Security QF Round 🎉
Excited to build this together with the #Web3 ecosystem 🧵👇

[Manu Sheel Gupta @manusheel]

@thedaofund Thank you so much @thedaofund 💜 Appreciate it.
Deeply grateful for the support. Excited to continue building with the broader ecosystem across @Ethereum, @libp2p, @IPFS, @protocollabs, @aspiringapps, @OP_medicine_DAO, @DeTransportICM, decentralized #security research community.

[thedao.fund @thedaofund]

Ethereum security also means understanding what your system reveals while it runs.

LeakDetect by @manusheel helps teams test for hidden information leakage across wallets, AI agents, and multi-chain systems before adversaries can learn from it.

Learn more: https://t.co/g1Lpt2UVSm

Support: https://t.co/nv1rpPClLz

[Manu Sheel Gupta @manusheel]

@ethereum A huge thank you to our friends across the @libp2p, @multiformats, #IPLD, @IPFS, @Filecoin, @protocollabs, @aspiringapps , #NSUT for their motivation.
We look forward to scaling this effort further, presenting LeakDetectAI x @IPFS at @IPFS #CID Congress: https://t.co/3MePYz9kYI

[Manu Sheel Gupta @manusheel]

@ethereum What we’ll build with this funding:

🛠 Production-ready SDK + CLI, test with EtherCalc
📊 Public leakage benchmarks & datasets
👛 Wallet + AI agent integrations
📈 Standardized leakage security metrics
🎓 Educational resources & workshops

All fully open-source for the ecosystem

[TET @stevenexusz]

@manusheel @rustlang @Docker @libp2p Thank you very much for taking the time to look at my work, Manu! Implementing the adversarial scenarios in a local environment was quite challenging, but I learned a great deal. I am truly honored by your feedback it means a lot to me!

[Public AI Network @publicainetwork]

We are organizing an AI Commons house this week
at the fantastic @KhojStudios in Delhi
https://t.co/G9AtH0LdFZ

Come join us, every day until 7pm
With @the_aicommons @madisenxtaylor @pwang @manusheel

[Manu Sheel Gupta @manusheel]

@momack28 Wonderful milestone 🎉🚀
Great to see the coordination stack coming together: onchain transactions, trustless data storage, P2P agent networking.
A key step toward agents discovering, negotiating, interoperating trustlessly across the decentralized web with @Filecoin + @libp2p :)

[Molly Mackinlay | momack @momack28]

Congrats to the whole #ERC8004 community on bringing trustless agents to Ethereum mainnet! Excited to see the web3 community pioneering the coordination infra (from onchain transactions💸 to trustless data storage💙 to p2p agent networking🤝) for agents to interoperate onchain!

[Manu Sheel Gupta @manusheel]

@momack28 @Austen @Filecoin @libp2p +1. From the @libp2p lens, autonomous agents are peers with identity, private communication & resilience baked in.
Combine that with @Filecoin’s durable, verifiable storage for agent state, memory, & we get infra that’s ready for agents to operate independently at internet scale.

[Molly Mackinlay | momack @momack28]

@Austen Exactly. What are the molties asking for? Secure crypto-powered data storage @Filecoin, private peer-to-peer communication @libp2p, and self-sovereign digital infrastructure. They need what we’ve been building!

[Aspiring Apps @aspiringapps]

@Zephyr_hg PROSPECT

[libp2p @libp2p]

📁5️⃣ Happy 5th Birthday @Filecoin & @FilFoundation! 🎉

From powering decentralized storage to programmable on-chain compute, the journey has been inspiring.

@libp2p is proud to have been part of this evolution — connecting @IPFS & Filecoin to make the web more open, resilient, and verifiable. 🌐💪

Excited for what’s next — especially the new era with Filecoin Pin (alpha) and the upcoming Filecoin Onchain Cloud ☁️🚀

#FilecoinTurns5 #Filecoin #IPFS #Web3 #P2P