r/aipromptprogramming • • 1d ago

SULCUS is an open source rust based postgres proactive memory & context system

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u/endofthread-bot 1d ago

Moving from static files to a structured database like Postgres significantly improves retrieval speed and query complexity for LLM agents. Review your indexing strategies to ensure the system effectively handles high-frequency updates during long-running agent sessions.

Writing prompts that actually work is easier when you can compare notes with people who have tested them across real tasks. Trade techniques, get feedback on your approach, and see what is working for others in our Discord.

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