LatteReview is an AI-driven code review agent designed to enhance software development workflows. Upon connecting to your GitHub repository, it automatically scans pull request diffs and applies model-based analysis to detect bugs, security flaws, code smells, and style violations. By providing inline comments, refactoring recommendations, and alternative code snippets, it helps teams maintain coding standards and accelerate review turnaround. Developers can customize review criteria, set language-specific rules, and integrate LatteReview into continuous integration pipelines. With reporting dashboards and trend analytics, teams gain insights into code quality over time. LatteReview’s notifications and feedback loops ensure that best practices become part of the development culture, boosting productivity and reducing the risk of errors in production.

Smart Contract LangChain Advisor integrates large language models via the LangChain framework to audit and improve Ethereum smart contracts. It performs static and semantic analysis on Solidity source code, identifying security issues like reentrancy, integer overflows, and access control flaws. The agent assesses gas consumption patterns and recommends optimizations to reduce transaction costs. It generates human-readable audit reports with prioritized findings and suggested code modifications. Developers can iteratively query the agent for explanations or deeper analysis of specific contract functions. By embedding into CI/CD pipelines, it continuously monitors code changes, ensuring high standards of security, performance, and compliance with best practices.