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GitHub Copilot SDK and Bluebird
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As a service owner, your correction will be applied immediately. Otherwise it will be staged for approval.
Design Codex reads real source code. The index is a compass that tells it where to look — it still goes and reads the code, including code beyond the index. It won't hand you a finished answer; it helps you reach one.
Yes, but it is not a hard boundary. Indexed repositories are the starting map Design Codex uses to understand Commerce systems before it reasons, routes, and asks deeper questions.
- Design Codex builds canonical discovery data from repositories: service names, repo URLs, capabilities, operations, entities, identifiers, glossary terms, abbreviations, flows, and dependency signals.
- For a query, Design Codex uses the canonical map to reason semantically and identify the most relevant services.
- Those services are passed as context to the LLM and Bluebird so the answer can be grounded in actual repos and system relationships.
- It may still appear in an answer.
- Once a service is selected, the LLM and Bluebird can inspect that service and choose to follow the transitive service dependency graph to investigate other service repositories.
- Disclaimer: Results vary with query clarity, complexity, selected services, context-window budget, and whether the model decides expansion is needed.
- Start with the natural question.
- If the answer seems to miss context/repos, that you know for sure should be included, follow up with a repo URL, repo name, or service name.
- Explicitly referenced repos are treated as user intent and are added to the discovery list with the highest score.
- So use it wisely, as your override may bias/misdirect the LLM.
- We are not claiming this is perfect, production-ready or complete. We built it to explore what's possible and to start a conversation.
- Try it, break it, question it, and tell us what's missing or wrong.
- Given the non-deterministic nature of AI, the span and complexity of our services, and context-window limits, your feedback and critique shape Design Codex.
- Treat it as a colleague who has worked in every service in Commerce and is up to date on every change - not as an oracle handing you a finished answer.
Bonus: Design Codex team runs frequent refreshes of repos, evals and query analysis. When users add context that helps, those signals become
- an input for the team to prioritize adding those repos for indexing.
- RL(reinforced learning) data points so repeated references can be baked into future discovery for semantically similar queries benefiting other users who may not have your expertise/context.
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