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, …
How to Code with AI Without Losing Control AI coding assistants accelerate development dramatically. At Anthropic, 90% of Claude Code’s codebase comes from Claude itself. Yet using LLMs effectively requires …
Hacker News Tips for Mastering AI-Assisted Programming Developers shared dozens of strategies for using AI tools like Claude Code more effectively in a recent Ask HN thread about refactoring legacy code. These tips focus …
AI Agents Are Starting to Eat SaaS: A Hacker News Discussion A vigorous debate erupted on Hacker News about whether AI agents will replace SaaS products. CTOs and developers shared real experiences replacing …
I notice that the planner output is empty - there’s no source content, target audience, title, or other planning details provided. To write an effective article, I need: Source content to analyze (discussion …
Most Organizations Still Pilot AI While High Performers Scale Through Workflow Redesign McKinsey’s 2025 Global Survey reveals that 88% of organizations now use AI regularly, but two-thirds remain stuck in …
Building Large Frontend Apps Without JavaScript Frameworks You can build complex web applications without React or similar frameworks. The browser provides powerful native APIs. Modern JavaScript handles state, routing, …
Building DoorDash’s Product Knowledge Graph with Large Language Models DoorDash uses large language models to extract and standardize product attributes from merchant data, solving the cold-start problem that …
How DoorDash leverages LLMs for better search retrieval DoorDash uses large language models to improve search accuracy by segmenting complex queries and linking them to structured knowledge graphs. This hybrid approach …
ChatGPT-4o Shows Promise for Financial Data Analysis Researchers tested ChatGPT-4o against traditional statistical software for financial analysis tasks. The AI model performs comparably to Stata in most areas, though …
AI Police Reports: Year In Review Law enforcement agencies rapidly adopted AI tools for writing police reports in 2024, raising serious concerns about accuracy, transparency, and accountability in criminal justice …
