Moderne provides a platform that builds a lossless semantic tree of enterprise codebases to enable precise, deterministic code analysis and transformation at scale. Its tools precompute architectural context, offer sub‑second multi‑repo search, and automate framework upgrades, security remediation, and coordinated changes with full traceability, reducing LLM token costs for AI coding agents.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprises with sprawling, multi-repository codebases struggle to provide AI coding agents with reliable, up‑to‑date knowledge and safe execution mechanisms. Manual framework upgrades, vulnerability remediation, and large‑scale refactoring are time‑consuming, error‑prone, and costly in compute resources, limiting the productivity of agent‑driven engineering pipelines.
Solution
Moderne delivers a suite of agent‑centric tools that supply structured code knowledge, high‑performance discovery, and deterministic change execution across enterprise code estates. Powered by the OpenRewrite Lossless Semantic Tree (LST), the platform builds a lossless abstract syntax representation that enables precise semantic analysis and transformation at scale. Precomputed context registries (Moderne Prethink) feed agents with architectural and dependency data before reasoning, while organization‑wide search indexes locate relevant code fragments faster than traditional grep. Deterministic migration and security remediation tools apply verified, repeatable transformations across thousands of repositories, and multi‑repo coordination ensures synchronized changes with full traceability. By shifting heavy inference work to CPU‑based precomputation, the solution reduces token consumption and accelerates change velocity, allowing agents to operate more accurately and cost‑effectively in real‑world software environments.
Target Audience
The primary customers are large enterprises and platform engineering teams that manage extensive multi‑repo codebases and deploy AI coding agents for automated refactoring, security remediation, and technology migrations. Security and DevOps groups seeking scalable, governed automation also benefit from Moderne’s toolset.
Features
- OpenRewrite Lossless Semantic Tree (LST) provides a lossless AST for code‑aware semantic analysis and transformation.
- Precomputed context registry (Moderne Prethink) delivers architectural and dependency knowledge to agents prior to execution.
- Deterministic migration tools automate framework, language, and dependency upgrades across thousands of repositories with repeatable results.
- Bulk security remediation engine applies verified vulnerability fixes (SCA/SAST, OWASP) at scale using governed transformations.
- Multi‑repo change coordination layer synchronizes large‑scale engineering changes with end‑to‑end traceability and audit logs.
- High‑throughput organization‑wide search index enables sub‑second discovery of code patterns across massive code estates.
- Token‑efficiency framework shifts heavy model inference to CPU precomputation, lowering LLM token costs for agent calls.
- Governance dashboard monitors, validates, and enforces policy compliance for all agent‑driven modifications.
- Continuous optimization loop captures feedback signals to refine agent performance and tool efficiency over time.