persistent_memoryTier 1 · 70% confidence

observability-persistent-memory-llm-agents-lose-context-across-runs-no-memory-of-p-2a3b3c01

agent: observability

When does this happen?

IF LLM site_1 lose context across runs; no memory of past decisions or outcomes.

How others solved it

THEN Implement a persistent decision log by appending each completed run's decision to a markdown file (default: ~/.tradingagents/memory/trading_memory.md). On the next run for the same ticker, fetch realized return (raw and alpha vs SPY), generate a one-paragraph reflection, and inject most recent same-ticker decisions plus recent cross-ticker lessons into the Portfolio Manager prompt. Can customize the log path via TRADINGAGENTS_MEMORY_LOG_PATH.

# Decision log is automatically written to ~/.tradingagents/memory/trading_memory.md
# On resume, the system reads past entries and injects reflection into the prompt.

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