Rhett Buttle’s Take on America’s Most Underrated Policy Tool

American economic policy is facing a crisis that cannot be solved simply by an election. The biggest economic problems of the moment, workforce shortages, small business fragility, and innovation gaps between regions, are stubbornly resistant to the usual solutions. More government alone does not fix them, and more markets alone does not fix them. Something … Read more

Rethinking Design by Contract for the Age of Stateless AI Agents

Abstract: Classical Design by Contract (DbC) implicitly relies on the “Memory Axiom”—the assumption that human collaborators possess persistent contextual memory. The emergence of stateless AI agents as primary code-producers invalidates this axiom. We propose that in an agentic workflow, the contract must transcend its role as a correctness specification and become a complete, self-contained reconstruction of system … Read more

Siri won’t be your AI girlfriend

‘Listen, that’s not what I’m here for.’ | Image: Apple Our early testing has already shown that Siri AI knows when to shut up, and that’s very much by design. In an interview with Mostly Human spotted by MacRumors, Craig Federighi said Apple’s new Siri won’t act all sycophantic like chatbots made by OpenAI, Google, … Read more

Building a Fake Solar Plant for Cybersecurity Research — Part 2

A contained honeypot impersonating a small internet-facing energy site collected 54 days of traffic – roughly 1.7 million events from 16,568 unique sources, discovered within the first hour. Most was commodity automation, but a thin tail spoke real Modbus, including 392 device-identity reads with zero write or control attempts. On ATT&CK for ICS the industrial … Read more

Graph Clustering for Entity Resolution: Why Union-Find Breaks at Web Scale

Introduction: When engineers first encounter entity resolution, the problem looks deceptively simple: compare records, score likely matches, connect the ones above a threshold, cluster the graph. That mental model works for a whiteboard interview. It does not survive production. Because once you move from a few thousand clean records to hundreds of millions of noisy … Read more

310 Blog Posts To Learn About Product

Let’s learn about Product via these 310 free blog posts. They are ordered by HackerNoon reader engagement data. Visit the Learn Repo or LearnRepo.com to find the most read blog posts about any technology. ‘Don’t find customers for your products, find products for your customers.’ – David Ogilvy 1. The One PM Interview Question you … Read more

How to Architect Event-Driven Multi-Agent Systems for Production

Synchronous multi-agent pipelines are too fragile and rigid to scale successfully in complex enterprise settings. Moving toward an Event-Driven Architecture (EDA) solves this roadblock by completely decoupling agents through distributed message brokers like Apache Kafka. By leveraging event-driven choreography, implementing event sourcing for reliable state management, and using strict causality headers to prevent message loops, … Read more