AI Adoption

Toward an “AI Team” of specialists

Today’s coding agents mostly tackle implementation: write code, fix code, write tests, etc. But the vision doesn’t stop there. Imagine a full software development pipeline where multiple specialized AI agents handle different phases of the lifecycle, coordinated by a human orchestrator . This is already on the... See more

Why Orchestrators matter

Experts are suggesting that this shift to orchestration could be one of the biggest leaps in programming productivity we’ve ever seen. Consider the historical trends: we went from writing assembly to using high-level languages, then to using frameworks and libraries, and recently to leveraging AI for autocompletion. Each... See more

OpenAI's new autonomous coding agent, Codex, is further proof we're moving to an allocation economy Managing models is going to be a core skill: https://t.co/lyWuCFeyju

Over time, developers will increasingly guide AI agents to build the right code and coordinate multiple agents working in concert.

AI coding assistants have quickly moved from novelty to necessity where up to 90% of software engineers use some kind of AI for coding.