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, …
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 …
Solving Complex Optimization Challenges: Lessons from the Listen Labs Berghain Competition A competitive programming challenge reveals the delicate balance between algorithmic strategy and random chance in real-world …
Replacing a $3000/mo Heroku Bill with a $55/mo Server Idealist.org migrated their staging environments from Heroku to a single Hetzner server, cutting costs by 98% while enabling unlimited development environments. The …
How Staff Engineers Navigate Corporate Politics Through Strategic Alignment Corporate politics frustrates many software engineers, but staff engineers who master strategic alignment can drive meaningful technical change. …
Proof of Thought: Neurosymbolic Program Synthesis for Robust AI Reasoning Large language models excel at generating human-like text but struggle with consistent logical reasoning, especially in novel domains. Proof of …
Top Programming Languages 2025: IEEE’s Annual Rankings and the AI Impact IEEE Spectrum’s 2025 programming language rankings reveal Python maintaining its dominance while sparking debate about whether AI …
