When you're already juggling multiple tools & frameworks, trying something new should be simple. Introducing Oyster Credits for devs to explore Marlin’s TEE marketplace, test it with ease & weave it into their workflow. Want in? Reach out! How it works: research.marlin.org/t/oyster-credi…

🤯Now your AI agents can truly own a wallet and perform txns on Solana leveraging Marlin TEEs! Here's a guide on how to use deterministic key derivation to maintain an on-chain identity, keeping your private keys safe in an enclave. Explore: research.marlin.org/t/building-per…

Running enclave-based services with domain names and HTTPS is hard. This guide shows how to simplify it using Caddy and Marlin's DNS with TEEs. Auto-TLS, subdomains, and secure hosting made easy: research.marlin.org/t/marlin-dns-m…

Pushing to Docker Hub and testing inside production TEEs to debug logic kills iteration speed. Marlin now supports local simulation of Oyster CVM enclaves—no enclave hardware needed. Rapid, hardware-free TEE dev. Read: research.marlin.org/t/developing-w…

On-chain stake-weighted selection often struggles with scalability and gas costs. Marlin’s TreeMapUpgradeable introduces an efficient approach using a weighted tree. More here: research.marlin.org/t/understandin…

Learning about AI Agents? Here's a 2 hour course from OpenAI x Weights & Biases to walk you from single agents to multi-agent systems while keeping in mind traceability, evaluations and safeguards! And its FREE, like all knowledge should be! 👉 wandb.me/agents

Life is so unpredictable.. you go for a vacation, and terrorists shoot you. You go to a trophy parade and it ends in a stampede. You go in a flight for work/vacation, and it crashes. You are studying in your hostel, and the plane falls on you.

Every major crypto conference has a sheet with 300+ side events. You go through links, filter and try to apply to the right ones. Most of the time, you're late. It’s frustrating! How about a Telegram Agent that applies to events based on your interests? t.me/SheetHaterBot

Mysterio. Shocker. Vulture. Who’s next? Crossword meets chaos. Just brainwaves + AI.

A fellow Sheet Hater requested the ability to apply for side events on specific days since they were landing a little late. Guess what? We're rolling this feature out for KBW and Token2049 Singapore! Got an idea/feature request? Drop them here: form.typeform.com/to/s7CxXXCl

With the rise of personalized AI, users are sharing more data than ever. However, everyone has a threshold - a line between convenience & privacy. TEEs offer both: the productivity of AI and the security users expect. Developers are catching on & we're seeing increased usage.

One of the most interesting projects that I did in college was to build a search engine from scratch on top of Wikipedia's data... The best part was to create the entire search engine from the ground up without using Elasticsearch, Solr, or Lucene. I spent weeks building it and

Switching framing off is such a relief. 😮‍💨

Building Confidential AI without TEEs

dear algorithm, please show this post to everyone who believes in TEEs. thank you.

Finally called it—the end of Mad Men.

TEEs solve the privacy-transparency tradeoff by securing sensitive computations while proving correctness. Marlin CVM enables institutions to run confidential contracts using verifiable enclaves. TEEs make onchain confidentiality practical without breaking composability.

it's getting there #onepunchman