I Built an 8-Layer Memory Architecture for AI Agents — Here's Why
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I Built an 8-Layer Memory Architecture for AI Agents — Here's Why Every AI agent I've ever worked with has the same fatal flaw: it forgets. Close the session? Gone. New conversation? Start from zero. Even within a single session, important context slowly rots as the token window fills up and earlier instructions get evicted. We've all been there — re-explaining your preferences for the third time this week, watching an agent repeat the same mistake it made yesterday, or seeing it miss a…
1Key Takeaways
- I Built an 8-Layer Memory Architecture for AI Agents — Here's Why Every AI agent I've ever worked with has the same fatal flaw: it forgets.
- Even within a single session, important context slowly rots as the token window fills up and earlier instructions get evicted.
- We've all been there — re-explaining your preferences for the third time this week, watching an agent repeat the same mistake it made yesterday, or seeing it miss a….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that i Built an 8-Layer Memory Architecture for AI Agents — Here's Why Every AI agent I've ever worked with has the same fatal flaw: it forgets.
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