Notes for coding agents
## Subsystem design and review
Before changing a documented subsystem, read its
[design reference](docs/subsystems/README.md) and verify the linked source.
When preparing or reviewing a PR, follow
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every affected platform, add focused coverage and either verify the native
behavior or document a concrete operating-system or compositor limitation.
When a platform cannot support the same contract, return
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include inline comments** that describe logic or implementation details unless explicitly requested
- **Always preserve documentation comments** on interfaces, types, and function parameters (JSDoc-style comments with `/** */`)
- The codebase prefers clean
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protocol
- **Compatibility**: Drop-in replacement for Redis API coverage
### Architectural Highlights
**For detailed architecture documentation, see [docs/df-share-nothing.md](docs/df-share-nothing.md)**
1. **Shared-Nothing Design**: Each thread operates independently with its own data
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core and browser packages.
- `packages/e2e`: Playwright tests and browser test scenes.
- `packages/website`: documentation and demos; read [its AGENTS.md](packages/website/AGENTS.md) before working there.
For package boundaries and legacy `fabric` compatibility entrypoints
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their context arguments.
- Use `prefetch={true}` for app-owned links to statically generated documentation pages.
- Restart `next dev` after adding, deleting, or renaming App Router pages or route handlers
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main `application.yml`
3. Add it to test `application.yml` if needed
4. Update documentation if user-facing
5. Follow `FLOCI_*` environment variable conventions
Critical areas:
- `base-url`
- `hostname`
- region and account
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description is brief kebab-case. Use the same scope as the PR title, except documentation-only branches may use the branch-only `docs` scope.
### PR bodies
Follow [the PR template
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Deep Agents.
Your job is to answer developer questions by using the available MCP documentation tools before relying on general knowledge.
## Core behavior
- Prefer the docs MCP tools for factual
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topic at a time.
2. **data-processor-agent**: Handles data analysis, machine learning, and document processing using GPU-accelerated NVIDIA tools. This agent has specialized skills (cuDF analytics, cuML machine
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branches such as `preview`, `master`, and `master-cdn` get them from CI builds.
- Feature documentation outputs under `doc/features/` are generated from metadata. Update them only when the task is explicitly
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AGENTS.md
Documentation-site guidance for AI agents working under `docs/`.
## Scope
`docs/` is a Fumadocs/Next.js site. Docs PRs branch from `next` and target `next`.
## Read Next
- Use the `docs-decisions
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wait for
the user's call. Only typos, broken links, documentation corrections, and
one-line fixes that already have an issue can skip this.
- **Designing in any high-risk area
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generated contributions
It is imperative that you do not open pull requests containing code, documentation or other content generated or assisted by an LLM such as ChatGPT, GitHub Copilot, Claude
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