Documenting code, one commit at a time.
Modern chat interfaces are evolving from simple text generators into context-aware assistants. In the Dyad project, we recently tackled the challenge of bringing real-time information into our chat experience by integrating web search capabilities directly into our interaction loop.
Adding web search required more than just a new UI
Building a robust AI-integrated environment like Dyad requires delicate handling of handoff protocols between the model and external tools. Recently, we encountered issues where our Model Context Protocol (MCP) interactions and system prompts were causing unexpected behavior during task execution.
When our system attempted to transition control to an
Managing multiple AI providers in a single application often leads to configuration friction. In our work on the Dyad project, we recently tackled the complexity of our Azure OpenAI integration, moving away from fragmented settings toward a robust, UI-driven configuration workflow.
Previously, Azure configuration relied heavily on a mix of environment
