Decypher: A Deep Semantic Code Graph for Agentic Coding and Engineering (Now in Beta)

I am a software engineer by profession and my day to day revolves around coding for production use cases. With Agentic Coding, writing the code has become commodity, but reviewing them and churning through a plethora of security issues being flagged has been draining (thanks Mythos and Glasswing)! Over the last few months, I was wondering if there is a way to make Agents understand not just the structure of the code, but also what is really happening inside it. The goal being, I can offload the overhead I have of training the bugs and security issues to Agents without burning through billions of tokens everyday. Decypher is born out of that same need. Written from ground up, using language specific compilers to understand the codebase, Decypher provides the developers with a way through which Agents can understand not just the structure, but go really deep into the code, tracking flow of data, conditional branches, return statements, etc. Decypher is now available in Beta for everyone to use for Java and JVM based languages: Scala & Kotlin. This is not another wrapper over tree sitter, Decypher is built ground up to support Agent native coding and exposes 40+ tools that makes it easier for agents to understand code structure, hunt for bugs or validate security issues Will be glad if the community tries this. The tool is completely air gapped and doesn't collects any telemetry:) Do let me know what you all think :)