DEV Community

← All Trends

AI Agent Memory Architecture & Eviction Policies

17 posts in this trend in the last 7 days • Active about 6 hours ago
Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

Comments suggest policies need human promotion
izgorodin profile

Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

#ai #agents #architecture #llm
8
Comments 33
5 min read
Your AI Agent Doesn't Have Memory — It Has Amnesia (and It's an Architecture Bug)
bob_smith_eaea75d3ee1cba3 profile

Your AI Agent Doesn't Have Memory — It Has Amnesia (and It's an Architecture Bug)

#ai #architecture #webdev
Comments
3 min read
Your AI Agent Doesn't Need a Bigger Context Window. It Needs an Eviction Policy.
mukesh_13 profile

Your AI Agent Doesn't Need a Bigger Context Window. It Needs an Eviction Policy.

#llmops #ai #machinelearning #programming
1
Comments 2
5 min read
Your AI Remembers Everything. That’s the Problem.
mikeross27 profile

Your AI Remembers Everything. That’s the Problem.

#ai #agents #llm #programming
2
Comments 10
6 min read
Solving AI Amnesia: Why Your Coding Agents Needs Institutional Memory
alexleotz23086493 profile

Solving AI Amnesia: Why Your Coding Agents Needs Institutional Memory

#ai #coding #webdev #programming
Comments
3 min read
The Vanished Constraint: Debugging a Coding Agent That Forgot Its Own Decision
devio_3007 profile

The Vanished Constraint: Debugging a Coding Agent That Forgot Its Own Decision

#ai #agents #debugging #llm
Comments 1
4 min read
Your AI Coding Agent Is Probably Wasting Half Its Context Window
numbpill3d profile

Your AI Coding Agent Is Probably Wasting Half Its Context Window

#ai #programming #productivity #machinelearning
3
Comments
7 min read
AI Agents Don’t Need More Context. They Need Memory.
mikeross27 profile

AI Agents Don’t Need More Context. They Need Memory.

#ai #programming #agents #rust
2
Comments 2
4 min read
Your Memory API Is Lying to Your Agent

Ranked lists hide crucial historical edges
kenwalger profile

Your Memory API Is Lying to Your Agent

#ai #agents #architecture #llm
8
Comments 11
11 min read
AI Agents Forget. Memory Science Fixes It
praveenlavu profile

AI Agents Forget. Memory Science Fixes It

#agents #ai #llm
Comments
5 min read
Why Does Your AI Keep Forgetting Everything Mid-Conversation?
aninmukhe profile

Why Does Your AI Keep Forgetting Everything Mid-Conversation?

#ai #webdev #tutorial #productivity
Comments
4 min read
Agent Memory Expiry Is a State, Not a Delete: Four Bugs I Shipped Against My Own Thesis
swapnanilsaha profile

Agent Memory Expiry Is a State, Not a Delete: Four Bugs I Shipped Against My Own Thesis

#ai #llm #agents #database
Comments
17 min read
Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert
izgorodin profile

Knowledge Graph vs Retrieval for Agent Memory: The Real Split Is What You Are Willing to Assert

#ai #agents #llm #architecture
Comments
6 min read
Your AI Agent shouldn't own its own memory. Here's why.
anasbuilds997 profile

Your AI Agent shouldn't own its own memory. Here's why.

#ai #architecture #webdev #python
2
Comments
1 min read
The "1 Million Token" Trap: Why I Built a Bi-Temporal Memory Engine for AI Agents
casperday11 profile

The "1 Million Token" Trap: Why I Built a Bi-Temporal Memory Engine for AI Agents

#ai #architecture #machinelearning #opensource
5
Comments
3 min read
The Memory Legibility Problem: Why a Text File Still Beats My Own Product
swapnanilsaha profile

The Memory Legibility Problem: Why a Text File Still Beats My Own Product

#ai #agentmemory #retrieval #vectr
Comments
27 min read
The Reasoning Ledger: Remembering Decisions, Not Just Data

Git analogy clarifies agent memory gaps
kenwalger profile

The Reasoning Ledger: Remembering Decisions, Not Just Data

#ai #agents #llm #architecture
40
Comments 37
4 min read