Writing

Claude Code completely changed how I work. Even with zero coding experience, I’ve built out a system that organises my entire life into one GitHub repo.

Every year in Web3 feels fast. Some years, however, feel formative. 2025 was one of those years, where compute demand accelerated at a rapid pace, with AI as a major driver.

You’re farming the Base airdrop the wrong way, and that’s why you’ll get filtered out as a Sybil.

ERC-8004 formalizes trust between agents through feedback, validation, and hardware-based attestation. Automata’s attestation SDKs use proving systems powered by Risc Zero and Succinct, while the DCAP Dashboard maintains onchain validity.

Reputation is the most profitable skill in crypto this year.

Aerodrome is the most underrated money printer in crypto.

Testnet airdrops aren’t free. They’re just paid in time instead of money.

If Pendle YTs are guaranteed to go to zero, why would anyone buy it? Whales and the smartest farmers in DeFi are using this trick to farm points with 20x leverage or more.

Reputation is a superpower. Build it, and the best airdrops will find you.

The airdrop game has changed forever. Gone are the days when airdrop criteria are based on volume and transaction count alone.

ZKsync’s airdrop was the most misunderstood drop in the past cycle.

If InfoFi is working, why does your timeline feel worse than ever? Everyone's yapping, but no one is thinking.

HyperEVM is full of airdrop goldmines. But most people don’t know how to stack rewards.

The $1.4 billion ByBit hack revealed a key weakness in DApp security: Frontends are a single point of failure.

It's time to rethink trust in AI agents. Current systems operate on multiple assumptions and not verifiability.

Distinguishing human users and bots is becoming an insurmountable challenge in the age of AI-mediated digital interactions.

AI agents have overtaken the conversation in Web3, with possibilities that seem endless.

The secret behind World's ability to build a scalable, anonymous human layer: The AMPC system.

TEEs don’t have to be complicated. It took me 11 months at Automata to finally get the hang of it, but you need less than 10 minutes to understand it fully.

We are grateful to Optimism, EigenLayer, and AltLayer for their support, and are thrilled to finally bring our vision of a machine attestation layer with TEE Coprocessors to life.

As a Service Provider to the World Foundation, Automata Network is excited to build Trusted Execution Environments (TEEs), a subfield of confidential computation, furthering the World Tech Tree. 

This post explores the development of TEE Coprocessor in the direction of a Multi-Prover AVS on EigenLayer, noting the interactions between confidential enclaves and cryptoeconomic security for open innovation.