Claude Code becomes significantly more capable when it is not limited to the contents of the repository and instead can interact with the broader set of systems that define how software is actually built, debugged, and maintained. That expansion is made possible through MCP, which acts as the external systems layer that allows Claude Code to connect to tools, data sources, and operational environments outside the local codebase. This matters because real engineering work is d

OpenRouter BYOK is best understood as a provider-key and routing-control layer that allows teams to use their own inference accounts while still keeping OpenRouter as the unified interface for model access, routing behavior, fallback configuration, and multi-provider portability. This structure matters because it separates the provider relationship from the application integration layer, which means a company can keep direct commercial or governance ties with a model provider

Claude Opus 4.7 is best understood as Anthropic’s highest-capability generally available multimodal model for tasks where visual detail matters as much as language reasoning. Its value appears most clearly when the work depends on reading screenshots, interpreting diagrams, extracting meaning from dense visual materials, and carrying that visual understanding into a broader workflow rather than stopping at image description alone. That distinction matters because strong visio