Friday, December 26, 2025

Understanding the Collapse of “Agentic AI” Systems Lacking Persistent State

Exploring Agentic AI: The Power of Persistent State

In the evolving landscape of Agentic AI, we’re seeing countless systems striving for agent-like abilities. However, the challenge often lies not in reasoning or planning but in the absence of stable state.

Key Insights:

  • Current Challenges:

    • Systems often require extensive prompts and complex retrieval pipelines.
    • They struggle with maintaining coherence through multiple interactions.
  • Innovative Approach:

    • The focus shifts to making state explicit and persistent outside the model.
    • Utilizing append-only logs and readable files enhances continuity.

Once state is stabilized, many agent-like behaviors emerge organically. This opens up a vital discussion on whether persistent state is being overlooked in favor of planning and tooling.

Join the conversation! How do you manage continuity in your AI systems? Share your insights or counterexamples in the comments. Let’s shape the future of Agentic AI together!

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