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Glass - a Generic Language Analysis and Search System

Glass aims to be a declarative tool for understanding and expressing rules about programs. It sits somewhere between a semantic code search tool and a static analysis tool---in the sense that you can build incremental static analysis on top of Glass.

The design of Glass is guided by a particular developer experience vision. Here we imagine a world where, rather than just reading code to understand their systems, developers will be relying on tools to do the "heavy lifting". This shifts the use of developer time to knowing which questions to ask, and how to interpret summaries provided by tools. That is, instead of using the source code as The Truth, developers will supplement their knowledge of systems with a broad range of tools. This allows them to observe different aspects of the system.

In a sense, this is partly true already. Developers rely on code, version control history, logs, traces, code-coverage, type and effect systems, tests, property-based models, documentation, and so on, and so forth. All of these tools provide a small slice of what the system does and what the system should do. More often than not, these tools also have their very own set of interfaces and interactions---tools don't really speak with each other, so developers have to manually correlate summaries across all tools.

What if there was a tool that could aggregate all of these perspectives and give users a way to derive new insights by correlating data between tools and presenting this data in the context of the system's code? What if such tool fit right into a developer's IDE workflow, such that the developer would not need to context switch while working on a hypothesis or trying to solve a problem?

These are the kind of questions that drive the vision and design of Glass.

Glass' design