Factory AI

Factory AISince 2024-03

Factory AI creates autonomous 'Droids'—specialized AI agents designed to automate the repetitive tasks across the software development lifecycle. From generating comprehensive unit test suites to reviewing pull requests, resolving security vulnerabilities, and migrating legacy codebases, Factory Droids operate seamlessly within your existing Git and CI/CD pipelines. Built for engineering organizations seeking to amplify developer productivity, Factory integrates directly with Jira, Slack, GitHub, and cloud providers to handle end-to-end engineering tickets.

Factory's Droids are orchestrated using a multi-agent framework that combines static analysis, dynamic AST parsing, and frontier reasoning models. Each Droid is specialized for a distinct engineering task, such as Code Review Droid, Test Generation Droid, or Migration Droid. They run safely within sandboxed execution environments, adhering to company security policies and compliance standards while delivering verified, actionable code diffs.

Cosine GenieSince 2024-08

Cosine Genie is a next-generation autonomous software engineering agent built to tackle complex software bugs, refactors, and feature requests. Operating with deep semantic understanding of massive codebases, Genie analyzes repository architectures, creates comprehensive execution plans, and generates multi-file diffs that pass existing continuous integration test suites. Designed to bridge the gap between AI code completion and full software development lifecycle automation, Genie mimics human engineering workflows by navigating dependency graphs, testing assumptions in sandboxed environments, and autonomously self-correcting logic errors before opening pull requests.

Genie is powered by Cosine's proprietary fine-tuned reasoning models and multi-agent orchestration framework, benchmarked at top-tier performance on the industry-standard SWE-bench. The system integrates directly with GitHub and GitLab, indexing abstract syntax trees (ASTs), commit histories, and documentation to maintain contextual awareness. Its sandboxed runtime spins up localized build containers to execute unit tests, compile artifacts, and measure regression risks in real time. Engineering teams use Genie to triage backlogs, automate dependency upgrades, and accelerate code reviews with verified pull request generation.