Atlassian Compass
The mission control for distributed software architectures and developer experience.
The AI-Native Blueprint for Production-Ready Software Architectures
CodeArchitect represents the 2026 standard in AI-assisted system design, bridging the gap between high-level conceptual diagrams and low-level code implementation. Unlike generic LLMs, CodeArchitect utilizes a specialized inference engine trained on millions of validated system design patterns, the C4 modeling framework, and cloud-native best practices. It enables Lead Architects and Senior Engineers to input natural language requirements, whiteboards, or legacy documentation to generate complete architectural scaffolding, including Infrastructure-as-Code (Terraform/Pulumi), API contracts (OpenAPI), and service-mesh configurations. By 2026, it has positioned itself as the critical middleware in the DevOps lifecycle, ensuring that implementation never drifts from the intended architectural constraints. Its technical core features a 'Reasoning-to-Resource' mapping engine that validates proposed designs against security benchmarks and cost-efficiency thresholds before a single line of application code is written, effectively reducing architectural debt by a projected 40% for enterprise teams.
Simultaneously generates deployment scripts for AWS, Azure, and GCP for hybrid-cloud strategies.
The mission control for distributed software architectures and developer experience.
Master complex codebases with automated architectural mapping and LLM-powered visualization.
Automated technical documentation and codebase knowledge mapping for modern engineering teams.
Turn complex, legacy code into clean, maintainable logic with AI-driven semantic refactoring.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
Uses RAG (Retrieval-Augmented Generation) to analyze legacy codebases and suggest microservices boundaries.
A CI/CD plugin that flags PRs that violate the original architectural blueprint.
Computer vision module that transforms whiteboard photos into editable C4 diagrams and YAML manifests.
Integrates with Infracost APIs to provide monthly cloud bill estimates during the design phase.
Auto-injects SOC2 and HIPAA compliant security groups and encryption layers into the generated IaC.
A proprietary vector database of enterprise-grade architectural patterns (Saga, CQRS, Outbox).
Manual creation of 15+ services with consistent communication protocols is error-prone.
Registry Updated:2/7/2026
Identifying logical boundaries in 10-year-old spaghetti code.
Complex requirements for multi-region failover and data replication.