aiqbench analysis
REA is an open-source MCP server that lets AI coding agents perform reverse engineering on binaries, apps, and firmware, with results that cite byte offsets and source locations so users can verify them. The central claim, that an agent can reliably explain closed code, depends on accuracy and blind spots that the article tests against a known case, so readers should weigh it against that evidence. Static analysis for JavaScript and .NET runs natively, while native binaries require separately licensed tools such as Ghidra, Hopper, or IDA, and tool results still pass through the agent's model provider.
Reverse Engineer Anything (REA): Can AI Really Crack Closed Code?

Every developer hits this wall eventually. A feature behaves in a way you can’t explain, and the code behind it is locked away. No source. No docs. Just a compiled binary or a wall of minified JavaScript. Figuring it out the traditional way means hours in a disassembler, specialist tools like Ghidra or IDA, and […] The post Reverse Engineer Anything (REA): Can AI Really Crack Closed Code? appeared first on Analytics Vidhya.
Every developer hits this wall eventually. A feature behaves in a way you can’t explain, and the code behind it is locked away. No source. No docs. Just a compiled binary or a wall of minified JavaScript. Figuring it out the traditional way means hours in a disassembler, specialist tools like Ghidra or IDA, and a skill set most developers never had time to learn. So most people guess, work around it, or give up. REA (Reverse Engineer Anything) is built to remove that wall. It’s an open-source MCP server that lets AI coding agents investigate native binaries, Electron apps, Android APKs, .NET assemblies, websites and firmware, all from plain-language instructions. You ask how something works. The agent digs in and shows you the evidence. But can you trust what it tells you? To find out, we predicted how Obsidian’s quick-switcher ranks search results before letting the agent inspect a single line. In this article, we explore REA’s setup, real-world accuracy, blind spots, and the time and token cost of reverse engineering with AI. REA is an MCP server that connects to your coding agent and exposes about twenty categories of analysis target. The framing most coverage gets wrong is…
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