Software tooling has not evolved alongside mass AI adoption.
Software is not a product. It is a dynamic, ideated concept that powers the earth. It deserves to be understood from end to end.
Most tooling and AI models treat software as a substrate to be solved. We believe this is wrong. NEAT exists so that agents can think clearly about the whole stack they inhabit.
We aim to fit your whole stack inside your context window.
How we approach
the problem
Observation is not enough. Agents operating in production need the authority to act, the context to act wisely, and the safeguards to act safely. We build control surfaces that are legible, bounded, and real. Not abstractions over abstractions.
Software is not configuration. It is a living artefact of intent: designed, revised, and understood by minds that grasp its purpose. We build tools that treat code as something to be expressed and articulated, not merely executed.
Services don't exist in isolation. Every node in a production system is defined by its relationships: what it calls, what calls it, what fails alongside it. We build around the graph, not around the individual surface.
The mental model of a system is a picture. We make that picture explicit: rendering topology, state, and flow in forms an agent can reason about directly, without having to reconstruct it from logs and documentation.
Abstractions serve until they don't. When a system fails, you need ground truth: the packet, the syscall, the memory state. We don't hide the low level. We make it reachable, legible, and actionable when you need it.