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, …
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 …
AI-Generated “Workslop” Is Destroying Productivity Organizations are experiencing a puzzling contradiction: AI adoption is skyrocketing while returns remain invisible. Despite companies doubling their AI-led …
DeepAnalyze: Autonomous Data Science Through Agentic Large Language Models DeepAnalyze-8B represents a breakthrough in autonomous data science, introducing the first agentic large language model capable of executing …
How to Lead in a Room Full of Experts Leading technical experts requires abandoning traditional command-and-control approaches. You succeed by becoming a translator, facilitator, and decision-maker who earns respect …
Microservices are a tax your startup probably can’t afford Microservices promise scalability and team independence, but for most startups, they deliver complexity without benefits. You’re paying the price of …
Roy Lee’s Interview Coder: Cheating or a Wake Up Call? A Columbia CS student built an AI tool that helps candidates cheat in coding interviews, sparking debate about fairness and the future of technical hiring. Roy …
