Glevel ba83d0cfe4 feat: LLM-first architecture — agent orchestrates everything via solve_task tool ...

- cli.py: cmd_run() now uses agent.ainvoke() instead of pipeline
- ui.py: 'run all' button and chat use main agent; status tab fixed (thread + st.rerun)
- src/agent/runner_tools.py: new solve_task tool wrapping reliable single-task execution
- src/agent/agent.py: solve_task added to main agent tools
- src/agent/prompts.py: main_agent_instructions rewritten for LLM-first orchestration

LLM decides what to do and in what order; Python tools are just hands.

2026-06-11 18:43:40 +03:00

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