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Jon Saad-FalconandClaude Opus 4.6
880e3f67f2
Closes the remaining feature gaps vs Qwen-Agent, CoPaw, Google ADK, Apple FM SDK, and LFM2: SDK: - Add ask_stream() and ask_full_stream() async generator methods to Jarvis class Orchestrator: - Parallel tool execution via ThreadPoolExecutor (parallel_tools=True by default) Engine: - ResponseFormat dataclass for structured output / JSON mode - OpenAI, Anthropic, Google, and Ollama structured output support Tools: - DockerCodeInterpreterTool (code_interpreter_docker) with sandboxed execution - sandbox-docker optional dependency Rust: - Session checkpointing with checkpoint(), rewind(), list_checkpoints() Examples (5 hero demo apps): - browser_assistant — web browsing agent - security_scanner — project security auditor - daily_digest — morning news briefing - doc_qa — document Q&A with memory indexing - multi_model_router — cost-optimized model routing Docs: - 10 copy-paste code snippets page - "What You Can Build" quickstart section Tests: 275 Python tests pass, 392 Rust tests pass, lint clean. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>