Market Opportunity
Where this fits, how big it is, and why the timing is right.
Every developer tool sits on a stack. Click each layer to explore.
End-user tools that developers interact with directly. Each one is built from scratch with custom tree-walking logic. They work, but every tool reinvents the wheel for computing information over code trees.
Between parsing (turning text into trees) and applications (tools developers use), there is no standard framework for computing semantic information over syntax trees. Every tool re-implements tree traversal, scope resolution, type propagation from scratch. We fill this gap with a declarative, high-performance engine.
Parsers turn source code text into structured tree representations. This layer is well-served — Tree-sitter alone has become the industry standard, used by GitHub, Neovim, and dozens of tools. But parsing only gives you structure, not meaning.
Protocols like the Language Server Protocol (LSP) standardize how tools communicate with editors. They define the interface, but say nothing about how to compute the information that flows through it. That computation is what our framework provides.
Hover each ring to see the breakdown.
Three distinct customer segments with different buying motions. Click to expand.
Developer tools / platform / DevEx teams at mid-to-large tech companies (50+ engineers)
Startups building next-gen code analysis, AI code review, security scanners, or DSL tooling
Companies delivering custom tooling, migration, and analysis solutions to enterprise clients
Hover each dot for details. The top-left quadrant — practical and general-purpose — is wide open.
Three macro trends converging to create this opportunity right now.
AI-generated code volume is growing exponentially. Every AI-written line needs automated semantic analysis. Human review cannot scale — machines need to check machines.
TypeScript is the #1 language for developer tooling. Zero AG infrastructure exists in the TS ecosystem. This is a greenfield opportunity in the world's most active developer community.
Companies investing billions in internal developer platforms. Custom linters, migration tools, governance — all need tree computation. The infrastructure layer is underserved.
Tree-sitter became the standard for parsing. LSP became the standard for editor integration. The declarative computation layer is the next standard to emerge — and nobody owns it yet.