A pre-registered field experiment with 776 Procter & Gamble professionals found that individuals using AI matched the performance of two-person teams, broke down functional silos between R&D and Commercial roles, …
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 …
The AI Coding Productivity Myth: Why Shovelware Isn’t Flooding the Market Despite widespread claims of massive AI coding productivity gains, there’s no visible increase in low-quality “shovelware” …
AI’s Limited Job Market Impact: New York Fed Study Reveals Selective Automation Trends Federal Reserve research shows AI hasn’t significantly disrupted overall employment, though specific sectors see targeted …
A PM’s Guide to AI Agent Architecture: Building Production-Ready Customer Support Systems Product managers face mounting pressure to implement AI agents for customer support, but most deployments fail …
The Psychology of Sustained Attention: How Focus Creates Self-Reinforcing Loops When you commit sustained attention to any task, something remarkable happens: your brain begins creating psychological feedback loops that …
The Reality of AI Coding Tools: A Staff Engineer’s Honest Assessment of Claude Code Senior developers share candid experiences with AI coding assistants, revealing both productivity gains and significant …
Building an iOS Podcast Player with Racket: A Functional Programming Approach to Mobile Development A developer has created a fully-featured iOS podcast app using Racket, proving that functional programming languages can …
MIT Study Finds AI Use Reprograms the Brain, Leading to Cognitive Decline A claimed MIT study on AI’s cognitive effects sparks debate about whether AI tools represent genuine abstraction or create dependency that …
How I Use My Terminal A developer’s terminal workflow sparks debate about the value of custom configurations versus embracing software defaults and their historical reasoning. The discussion reveals deep …
Functions Are Vectors (2023) Exploring how functions can be understood as infinite-dimensional vectors enables the application of linear algebra tools to functional analysis problems. This mathematical insight reveals …
Choosing a Database Schema for Polymorphic Data (2024) Modeling polymorphic data in relational databases presents fundamental challenges that reveal the limitations of traditional SQL approaches. The classic example of …
