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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -70,7 +70,7 @@ We studied leading coding agents, agent frameworks, and Claw-style assistants to

| Category | Capability | Description | Status | Community alternatives |
|---|---|---|---|---|
| **Tools & execution** | **Code mode** | Sandboxed Python execution via [Monty](https://github.com/pydantic/monty) -- one `run_code` call replaces N tool calls | :white_check_mark: [Docs](pydantic_ai_harness/code_mode/) | |
| **Tools & execution** | **Code mode** | Sandboxed Python execution via [Monty](https://github.com/pydantic/monty) -- one `run_code` call replaces N tool calls | :white_check_mark: [Docs](pydantic_ai_harness/code_mode/) | [agent-codemode](https://github.com/datalayer/agent-codemode) (datalayer) |
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| | **Tool search** | Progressive tool discovery for large tool sets | :white_check_mark: [Pydantic AI](https://pydantic.dev/docs/ai/tools-toolsets/toolsets/#deferred-loading) | |
| | **File system** | Read, write, edit, search files with path traversal prevention | :construction: [PR #177](https://github.com/pydantic/pydantic-ai-harness/pull/177) | [pydantic-ai-backend](https://github.com/vstorm-co/pydantic-ai-backend) (vstorm‑co) |
| | **Shell** | Execute commands with allowlists, denylists, and timeouts | :construction: [PR #177](https://github.com/pydantic/pydantic-ai-harness/pull/177) | [pydantic-ai-backend](https://github.com/vstorm-co/pydantic-ai-backend) (vstorm‑co) |
Expand All @@ -85,7 +85,7 @@ We studied leading coding agents, agent frameworks, and Claw-style assistants to
| | **Session persistence** | Save and restore full conversation state | :construction: [PR #176](https://github.com/pydantic/pydantic-ai-harness/pull/176) | |
| | **Checkpointing** | Save, rewind, and fork conversation state | :memo: [#196](https://github.com/pydantic/pydantic-ai-harness/issues/196) | [pydantic-deep](https://github.com/vstorm-co/pydantic-deepagents) (vstorm‑co) |
| **Agent orchestration** | **Sub-agents** | Delegate subtasks to specialized child agents | :construction: [PR #178](https://github.com/pydantic/pydantic-ai-harness/pull/178) | [subagents-pydantic-ai](https://github.com/vstorm-co/subagents-pydantic-ai) (vstorm‑co) |
| | **Skills** | Progressive tool loading -- search, activate, deactivate | :construction: [PR #183](https://github.com/pydantic/pydantic-ai-harness/pull/183) | [pydantic-ai-skills](https://github.com/DougTrajano/pydantic-ai-skills) (DougTrajano), [pydantic-deep](https://github.com/vstorm-co/pydantic-deepagents) (vstorm‑co) |
| | **Skills** | Progressive tool loading -- search, activate, deactivate | :construction: [PR #183](https://github.com/pydantic/pydantic-ai-harness/pull/183) | [pydantic-ai-skills](https://github.com/DougTrajano/pydantic-ai-skills) (DougTrajano), [pydantic-deep](https://github.com/vstorm-co/pydantic-deepagents) (vstorm‑co), [agent-skills](https://github.com/datalayer/agent-skills) (datalayer) |
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| | **Planning** | Break complex tasks into structured plans before execution | :construction: [PR #180](https://github.com/pydantic/pydantic-ai-harness/pull/180) | |
| | **Task tracking** | Track tasks, subtasks, and dependencies | :memo: [#65](https://github.com/pydantic/pydantic-ai-harness/issues/65) | [pydantic-ai-todo](https://github.com/vstorm-co/pydantic-ai-todo) (vstorm‑co) |
| | **Teams** | Multi-agent teams with shared state and message bus | :memo: [#195](https://github.com/pydantic/pydantic-ai-harness/issues/195) | [pydantic-deep](https://github.com/vstorm-co/pydantic-deepagents) (vstorm‑co) |
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