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Add embabel module: GOAP planning from types, conditions, cost-based choice and a plain Spring AI comparison, each with a captured transcript

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Co-Authored-By: Claude Sonnet 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01G8ikz8xdWuTP5yun8DZ1hk
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Claude
2026-10-11 08:15:46 +00:00
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ResearchAgent, input Topic("virtual threads"), planner GOAP.
Planner: AStarGoapPlanner
Status: COMPLETED
Actions in the order they ran:
com.ankurm.agents.embabel.ResearchAgent.findSources
com.ankurm.agents.embabel.ResearchAgent.summarise
com.ankurm.agents.embabel.ResearchAgent.writeBrief
Objects on the blackboard at the end:
Topic[text=virtual threads]
Sources[items=[JEP 444 makes virtual threads final in Java 21., Virtual threads are cheap to block, so thread-per-request scales again.]]
Summary[text=Virtual threads make blocking cheap.]
Brief[text=Virtual threads: blocking is cheap again.]
Prompts the LLM received (2):
Summarise these notes in one sentence: JEP 444 makes virtual threads final in Java 21. Virtual threads are cheap to block, so thread-per-request scales again.
Write a two-line brief titled 'virtual threads' from: Virtual threads make blocking cheap.