Why it matters
Agentic coding tools are moving fast — understanding Devin shapes where you invest your skills.
The company behind Devin secured funding led by Founders Fund, expanding into multi-agent orchestration pipelines.
Why it matters
Open-source model at this quality means local inference without API costs — a real alternative for production.
Meta's compact Llama 4 variant hits SOTA on reasoning tasks using only 17B active parameters via MoE with 16 experts.
Why it matters
Understanding how tool creators think about AI helps you evaluate which bets are worth making in your own workflow.
In-depth discussion with founders of Cursor, Zed, and Warp on how they think about AI as a first-class interface primitive.