Why the IDE Remains Central to AI-Assisted Software Development
On building tools that are honest about what AI can and cannot yet do.
Blog
Notes from the team.
Short pieces on what we are working on, what we are reading, and what we are figuring out. Less polished than the research, more honest about the work in progress.
Beyond Brute Force: Why Neuron Density, Not Scale, May Hold the Key to Machine Intelligence
Why larger language models won't lead to artificial general intelligence - and what neuron density in bird brains reveals about the architecture we actually need.
Horizon Mode: Breaking the Linearity Barrier in Autonomous Engineering
Decoupling reasoning depth from context length via Recursive Swarm Architecture and heterogeneous inference routing.
Introducing D3: A Neuro-Symbolic Runtime for High-Assurance Agents
How we are solving the "Linearity Barrier" by virtualizing cognitive memory and enforcing deterministic state.
Subscribe
New posts in your inbox
A short email when we publish something new. No spam, unsubscribe any time.