Research
Quarterly state-of-the-art research on fast-moving topics. Each topic is re-researched roughly every three months.
- Risks and Failure Modes of Agentic Coding Tools
Three independent measurements now attribute agentic coding failures to the harness rather than the model, inverting how these tools should be evaluated — and the field's most-cited productivity number has been retired by its own authors.
- Agentic Coding Tools on Small Engineering Teams
The recommended first move flipped from building a shared skill library to writing the context file: a controlled eval found an AGENTS.md documentation index passed 100% while the same material as a skill passed 53% by default and went uninvoked in 56% of cases.
- AI in Go-to-Market: From First Use Case to GTM Engineering
Initial research
- The Real State of AI-Assisted Coding
Initial research
- Agentic Coding Tools for Data Analysis
Initial research
- Agentic AI in Non-Engineering Business Functions
Initial research