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CLAUDE.md
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CLAUDE.md
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# CLAUDE.md
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# Agent Guide
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Plano is an AI-native proxy server and data plane for agentic applications, built on Envoy proxy. It centralizes agent orchestration, LLM routing, observability, and safety guardrails as an out-of-process dataplane.
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This file is intended for any AI coding agent working in this repository. Use it as the shared repository guide for build commands, architecture, implementation constraints, and contribution workflow.
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## Agent Operating Notes
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- Read the relevant code before changing behavior; prefer existing patterns and local helpers.
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- Keep changes narrowly scoped to the requested task.
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- Do not hardcode API keys, tokens, secrets, or local machine paths.
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- Run the smallest relevant validation first, then broader checks when the change affects shared behavior.
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- Preserve user changes in the working tree unless explicitly asked to revert them.
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## Build & Test Commands
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```bash
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Do NOT change version strings in `*.lock` files or `Cargo.lock`. Commit message: `release X.Y.Z`
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## Workflow Preferences
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## Contribution Workflow
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- **Commits:** No `Co-Authored-By`. Short one-line messages. Never push directly to `main` — always feature branch + PR.
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- **Branches:** Use `adil/<feature_name>` format.
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