Korbit
The AI Software Engineer for automated code reviews and proactive quality assurance.
Orchestrate multi-agent autonomous engineering workflows with high-fidelity context injection.
CodeSymphony represents the 2026 vanguard of 'Agentic Engineering Orchestration' (AEO). Unlike simple autocomplete plugins, CodeSymphony functions as a central nervous system for distributed software development. It leverages a proprietary multi-agent architecture where specialized sub-agents (Architect, Coder, Tester, and SecOps) collaborate within a secure, sandboxed environment. The platform utilizes advanced 'DeepContext' RAG, which indexes not just the local codebase but also ephemeral documentation, Jira tickets, and past Slack architectural discussions to provide unparalleled accuracy in code generation. By 2026, it has positioned itself as the industry standard for organizations looking to scale engineering output without increasing headcount, providing a seamless bridge between high-level product requirements and production-ready deployments. Its technical architecture supports local-first LLM execution for data privacy alongside high-performance cloud inference for complex refactoring tasks. With native support for distributed WASM-based execution environments, CodeSymphony ensures that every line of generated code is pre-validated against the project's specific dependency graph and security policies before it ever reaches a human reviewer.
Implements a voting mechanism between three distinct LLM architectures to validate code logic before output.
The AI Software Engineer for automated code reviews and proactive quality assurance.
Architect-level AI code generation and autonomous refactoring for mission-critical systems.
Architecting enterprise-grade codebases from natural language with context-aware RAG synchronization.
The Autonomous AI Software Engineer for Enterprise Scale Code Remediation.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Vector-based retrieval that includes graph-based code relationships and semantic documentation mapping.
Real-time vulnerability scanning using AST-based analysis and automated patch generation.
Connects directly to production logs to simulate and fix bugs in a local development mirror.
Semantic logic migration between C++, Rust, and Go while maintaining performance benchmarks.
Automatically adjusts CI config files and Dockerfiles when environment dependencies break.
Optimized execution for Apple Silicon and NVIDIA RTX hardware for zero-latency suggestions.
Breaking down a 10-year-old Java monolith into microservices manually is error-prone.
Registry Updated:2/7/2026
Generate corresponding API contracts and client libraries.
A new CVE is released and needs to be patched across 50+ repositories simultaneously.
Documentation is constantly out of sync with the actual implementation.