Ashutosh Jha (@ashutosh887)

Building a budget your AI agents physically cannot overspend, on Aurora DSQL

Here's a problem that sounds made-up until it lands on your bill: an AI agent gets stuck in a loop overnight and quietly spends real money, sometimes thousands of dollars, before anyone's awake to not

Jun 29 · 7 min readashutosh887.hashnode.dev

Simplifying Web Infrastructure: Ports, Protocols & Performance

Have you ever used localhost:3000 when you're running a React or Node.js app on your computer? Or maybe you've tried localhost:8080 while working with a Java app? And what about visiting a secure website using https://? What if I told you that all th...

1May 31, 2025 · 7 min readashutosh887.hashnode.dev

Simplifying CAP Theorem and Eventual Consistency in Web3

Blockchains are revolutionary distributed systems—transparent, decentralized, and resilient by design. But one thing they’re not is instantly consistent across all nodes. And that’s not a bug—it’s a feature. This behavior stems from a foundational pr...

Apr 12, 2025 · 4 min readashutosh887.hashnode.dev

Simplifying the Blockchain Trilemma: Decentralization, Security, and Scalability

The blockchain trilemma is a concept that describes the inherent trade-offs between three key properties of blockchain systems: Decentralization - This refers to the degree to which a blockchain operates without relying on a central authority or ent...

Nov 29, 2024 · 2 min readashutosh887.hashnode.dev

Simplifying Aptos

The blockchain industry is constantly evolving. With new players trying to solve key problems such as scalability, security, and decentralization. A promising platform in this space is Aptos, a layer 1 blockchain network that aims to provide high per...

Sep 30, 2024 · 5 min readashutosh887.hashnode.dev

Ashutosh Jha

About

Available for

Ashutosh Jha's blogs

Building a budget your AI agents physically cannot overspend, on Aurora DSQL

Simplifying Web Infrastructure: Ports, Protocols & Performance

Simplifying CAP Theorem and Eventual Consistency in Web3

Simplifying the Blockchain Trilemma: Decentralization, Security, and Scalability

Simplifying Aptos

Ashutosh Jha

About

Available for

Ashutosh Jha's blogs

Building a budget your AI agents physically cannot overspend, on Aurora DSQL

Simplifying Web Infrastructure: Ports, Protocols & Performance

Simplifying CAP Theorem and Eventual Consistency in Web3

Simplifying the Blockchain Trilemma: Decentralization, Security, and Scalability

Simplifying Aptos

Ashutosh Jha

About

Available for

Ashutosh Jha's blogs

Building a budget your AI agents physically cannot overspend, on Aurora DSQL

Simplifying Web Infrastructure: Ports, Protocols & Performance

Simplifying CAP Theorem and Eventual Consistency in Web3

Simplifying the Blockchain Trilemma: Decentralization, Security, and Scalability

Simplifying Aptos

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Ashutosh Jha

About

Available for

Ashutosh Jha's blogs

Building a budget your AI agents physically cannot overspend, on Aurora DSQL

Simplifying Web Infrastructure: Ports, Protocols & Performance

Simplifying CAP Theorem and Eventual Consistency in Web3

Simplifying the Blockchain Trilemma: Decentralization, Security, and Scalability

Simplifying Aptos