While frontier teams like StrongDM operate fully autonomous ‘dark factories’ where AI writes and ships code without human intervention, most developers using AI tools are actually getting 19% slower. This …
Simon Willison explores how AI coding agents have made writing code nearly free, while good code still requires significant effort and new engineering practices. The article discusses the shift from expensive code …
Andrej Karpathy discusses the emergence of ‘Claws’ as a new layer on top of LLM agents, providing orchestration, scheduling, and persistence capabilities while highlighting security concerns with current …
SpeCrawler is a comprehensive system that leverages large language models to automatically generate OpenAPI Specifications from diverse API documentation through a carefully crafted multi-stage pipeline. The system …
This paper presents OOPS (OpenAI OpenAPI Project Scanner), a novel LLM-based approach for automatically generating OpenAPI specifications from REST API source code across multiple programming languages and frameworks. …
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, …
AI Agents for Economic Research: A Comprehensive Guide to Building Autonomous Research Systems AI agents represent a transformative leap from traditional chatbots to autonomous systems that plan, use tools, and execute …
AI’s Employment Impact: Early Evidence from Software Development Jobs Stanford researchers examined whether AI tools are replacing or augmenting software developers, finding mixed evidence that challenges common …
Why AI Can’t Replace Real Coders Yet AI coding tools promise revolutionary productivity gains, but they remain sophisticated assistants rather than autonomous programmers. Understanding their limitations reveals …
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 …
