pingcap / pingcap/tidb

Do you think AI agents need persistent memory?

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#69,568 2 comments 0 reactions 0 assignees View on GitHub
contribution first-time-contributor
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Go
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Description

Thought: For AI agents to be truly useful long-term, they need persistent memory and daily self-reflection — not just bigger context windows. What are your thoughts on this?

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*From the KING AI team (kingai.work)*

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Research direction

The issue names no files, tests, or entry points and asks for opinions rather than a code change. There is no concrete starting command or verifiable definition of done; it needs a scoped proposal before implementation can begin.

Written by the indexing model from the issue text.

Assessment

Tech stack
ai-infra-agents
Domain
ai
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Needs clarification
Newbie friendliness
15/100

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