CASCADE: LLM-Powered JavaScript Deobfuscator at Google
Software obfuscation, particularly prevalent in JavaScript, hinders code comprehension and analysis, posing significant challenges to software testing, static analysis, and malware detection. This paper introduces CASCADE, a novel hybrid approach that integrates the advanced coding capabilities of Gemini with the deterministic transformation capabilities of a compiler Intermediate Representation (
Accelerating Large-Scale Test Migration with LLMs
By: Charles Covey-Brandt Airbnb recently completed our first large-scale, LLM-driven code migration, updating nearly 3.5K React component test files from Enzyme to use React Testing Library (RTL) instead. We’d originally estimated this would take 1.5 years of engineering time to do by hand, but — using a combination of frontier models and robust automation — we finished the entire migration in jus
TypeScript AI Agent Framework & Platform | Mastra
Build agents with a modern TypeScript stackMastra is an all-in-one framework for building AI-powered applications and agents.
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Build LLM Apps with LangChain.js
