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Prompt targets are no longer actively maintained. Mark them as deprecated in the docs and remove the `planoai generate_prompt_targets` CLI command that existed only to scaffold them. Docs - Add `.. deprecated::` banner to the Prompt Target concept page and to the function-calling guide / quickstart sections that walk users through configuring prompt targets. - Relabel the Prompt Target card on the overview page as deprecated. - Drop the Prompt Targets bullet from the README's Getting Started list. CLI - Remove the `generate_prompt_targets` Click command, its registration, and the `Utilities` rich-click command group. - Delete `cli/planoai/targets.py` (the command's only consumer). - Drop the `planoai prompt_targets` section from the CLI reference page. Skills - Delete the `cli-generate` rule, drop it from `plano-cli-operations` (description, when-to-use, rules list, execution checklist), and update the skills README. Hand-edit AGENTS.md to remove section 6.2 and renumber 6.3/6.4 so the commit stays scoped (regenerating pulled in unrelated drift between rules/ and AGENTS.md). The runtime gateway, schema, and existing demo configs still accept `prompt_targets` blocks; this is deprecation, not removal of behavior.
106 lines
4.6 KiB
Markdown
106 lines
4.6 KiB
Markdown
# CLAUDE.md
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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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## Build & Test Commands
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```bash
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# Rust — WASM plugins (must target wasm32-wasip1)
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cd crates && cargo build --release --target=wasm32-wasip1 -p llm_gateway -p prompt_gateway
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# Rust — brightstaff binary (native target)
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cd crates && cargo build --release -p brightstaff
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# Rust — tests, format, lint
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cd crates && cargo test --lib
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cd crates && cargo fmt --all -- --check
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cd crates && cargo clippy --locked --all-targets --all-features -- -D warnings
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# Python CLI
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cd cli && uv sync && uv run pytest -v
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# JS/TS (Turbo monorepo)
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npm run build && npm run lint && npm run typecheck
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# Pre-commit (fmt, clippy, cargo test, black, yaml)
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pre-commit run --all-files
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# Docker
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docker build -t katanemo/plano:latest .
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```
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E2E tests require a Docker image and API keys: `tests/e2e/run_e2e_tests.sh`
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## Architecture
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```
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Client → Envoy (prompt_gateway.wasm → llm_gateway.wasm) → Agents/LLM Providers
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↕
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brightstaff (native binary: state, routing, signals, tracing)
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```
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### Crates (crates/)
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- **prompt_gateway** (WASM) — Proxy-WASM filter for prompt processing, guardrails, filter chains
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- **llm_gateway** (WASM) — Proxy-WASM filter for LLM request/response handling and routing
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- **brightstaff** (native) — Core server: handlers, router, signals, state, tracing
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- **common** (lib) — Shared: config, HTTP, routing, rate limiting, tokenizer, PII, tracing
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- **hermesllm** (lib) — LLM API translation between providers. Key types: `ProviderId`, `ProviderRequest`, `ProviderResponse`, `ProviderStreamResponse`
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### Python CLI (cli/planoai/)
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Entry point: `main.py`. Built with `rich-click`. Commands: `up`, `down`, `build`, `logs`, `trace`, `init`, `cli_agent`.
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### Config (config/)
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- `plano_config_schema.yaml` — JSON Schema for validating user configs
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- `envoy.template.yaml` — Jinja2 template → Envoy config
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- `supervisord.conf` — Process supervisor for Envoy + brightstaff
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### JS Apps (apps/, packages/)
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Turbo monorepo with Next.js 16 / React 19. Not part of the core proxy.
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## WASM Plugin Rules
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Code in `prompt_gateway` and `llm_gateway` runs in Envoy's WASM sandbox:
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- **No std networking/filesystem** — use proxy-wasm host calls only
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- **No tokio/async** — synchronous, callback-driven. `Action::Pause` / `Action::Continue` for flow control
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- **Lifecycle**: `RootContext` → `on_configure`, `create_http_context`; `HttpContext` → `on_http_request/response_headers/body`
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- **HTTP callouts**: `dispatch_http_call()` → store context in `callouts: RefCell<HashMap<u32, CallContext>>` → match in `on_http_call_response()`
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- **Config**: `Rc`-wrapped, loaded once in `on_configure()` via `serde_yaml::from_slice()`
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- **Dependencies must be no_std compatible** (e.g., `governor` with `features = ["no_std"]`)
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- **Crate type**: `cdylib` → produces `.wasm`
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## Adding a New LLM Provider
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1. Add variant to `ProviderId` in `crates/hermesllm/src/providers/id.rs` + `TryFrom<&str>`
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2. Create request/response types in `crates/hermesllm/src/apis/` if non-OpenAI format
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3. Add variant to `ProviderRequestType`/`ProviderResponseType` enums, update all match arms
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4. Add models to `crates/hermesllm/src/providers/provider_models.yaml`
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5. Update `SupportedUpstreamAPIs` mapping if needed
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## Release Process
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Update version (e.g., `0.4.11` → `0.4.12`) in all of these files:
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- `.github/workflows/ci.yml`, `build_filter_image.sh`, `config/validate_plano_config.sh`
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- `cli/planoai/__init__.py`, `cli/planoai/consts.py`, `cli/pyproject.toml`
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- `docs/source/conf.py`, `docs/source/get_started/quickstart.rst`, `docs/source/resources/deployment.rst`
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- `apps/www/src/components/Hero.tsx`, `demos/llm_routing/preference_based_routing/README.md`
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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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- **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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- **Issues:** When a GitHub issue URL is pasted, fetch all context first. Goal is always a PR with passing tests.
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## Key Conventions
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- Rust edition 2021, `cargo fmt`, `cargo clippy -D warnings`
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- Python: Black. Rust errors: `thiserror` with `#[from]`
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- API keys from env vars or `.env`, never hardcoded
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- Provider dispatch: `ProviderRequestType`/`ProviderResponseType` enums implementing `ProviderRequest`/`ProviderResponse` traits
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