Agent Context Isolation
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Async REPL Protocol
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See how to installReview the instructions the agent will receive before you install.
When working with Agentica's async REPL harness for testing.
await for Future-returning toolscontent = await view_file(path) # NOT view_file(path)
answer = await ask_memory("...")
Compute AND return in ONE block. Multiple blocks means only first executes.
# GOOD: Single block
content = await view_file(path)
return any(c.isdigit() for c in content)
# BAD: Split blocks (second block never runs)
content = await view_file(path)
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Agent Context Isolation
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Agent Orchestration Rules
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Agentic Workflow Pattern
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Guide for integrating Agentica SDK with Claude Code CLI proxy
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Reference guide for Agentica multi-agent infrastructure APIs
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Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity
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