This paper presents a multi-agent AI architecture that achieves 92.1% reliability by organizing specialized AI agents into teams with opposing roles and hierarchical oversight, similar to corporate organizational …
GEPA introduces a novel prompt optimization approach that uses natural language reflection and Pareto-based evolutionary search to optimize compound AI systems, achieving superior performance compared to reinforcement …
A randomized controlled study examining how AI assistance affects skill formation in software development, finding that while AI can improve productivity, it significantly impairs conceptual understanding, code reading, …
Introducing A2UI: An open project for agent-driven interfaces Google’s A2UI project enables AI agents to generate dynamic, contextually relevant user interfaces that integrate seamlessly across platforms and …
Gavin Baker on the Evolving AI Landscape: Nvidia, TPUs, and Data Centers in Space Investor Gavin Baker brings his encyclopedic knowledge of technology markets to bear on the rapidly evolving AI landscape. In this …
Has the Cost of Building Software Just Dropped 90%? Agentic AI coding tools are slashing software development costs by automating labor-intensive tasks, unleashing massive latent demand for custom applications, and …
The Power of Mental Imagery: Unlocking Visualization for Enhanced Thinking and Problem-Solving Chess grandmasters play dozens of games simultaneously without seeing the boards. Competitive programmers solve complex …
Debunking AI Hype: Why Enterprises Fail and Startups Succeed AI skeptics celebrate when studies show 95% of enterprise AI projects fail. They claim this proves AI is overhyped. The reality reveals a different story—one …
Leaving Serverless: Performance Gains and Architectural Simplification Serverless architecture promises effortless scaling and reduced operational overhead. But for latency-critical applications, these benefits can come …
AI Engineering Essentials: A High-Level Summary of Chip Huyen’s Book AI engineering has exploded as one of the fastest-growing engineering disciplines, offering salaries of $300,000 or more. This field emerged from …
AI-Assisted Static Analysis Uncovers Potential Issues in Curl: Insights from Hacker News A recent Hacker News discussion reveals how AI tools successfully identified legitimate security issues in the curl library, …
What is ‘Good Taste’ in Software Engineering? Insights from Hacker News Software engineering discussions often center on technical correctness, but a deeper quality emerges in experienced developers: good …
Rules as Code Demonstration in SWISH and s(CASP) Rules as Code transforms legislative requirements into executable code, enabling automated legal reasoning and decision-making. This demonstration shows how to encode …
