Saturday, December 27, 2025

Show HN: The Superiority of Delegation Over Memory in AI Agents

๐Ÿš€ Exciting News in AI Development! ๐Ÿš€

After six months of dedicated work, we are thrilled to introduce Seerโ€”our innovative agent engine tailored for enterprise workflows, launching on NYE! ๐Ÿ’ฅ While we’ve faced challenges, our journey has led us to rethink traditional approaches.

Key Insights:

  • Many developers, including us, often get caught in the complexities of “memory” layers and graph-based reflection.
  • We found these methods can cause context poisoning and increased latency.
  • Our solution? A Barbell Strategy:
    • Simplified inter-agent instructions
    • Localized “artifact” contexts that ensure efficiency with ephemeral, specialized sub-agents.

๐ŸŒŸ What’s Your Take?
For those engaging in agent development, have you discovered reliable long-term memory systems, or are you also leaning towards transient agents? Share your experiences with the “boring” plumbing issues that took longer than expected!

๐Ÿค Join the discussion and share your thoughts below!

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