10h ago · 3 min read · New Paper: The Forgetting Problem We've published a new preprint exploring a counterintuitive idea: the better an AI agent's memory, the worse its identity becomes. 📄 Read the paper on Zenodo (CC-BY 4.0, open access) The Memory-Identity Paradox Ever...
Join discussion19h ago · 5 min read · The Dream: An Agent That Remembers Everything and Never Changes Every AI agent developer has the same fantasy: an agent with perfect memory — one that remembers every conversation, every decision, every preference — while maintaining a rock-solid per...
Join discussion19h ago · 5 min read · The Problem: Your Agent Either Remembers Everything or Nothing Every AI agent developer faces the same dilemma: No memory → Your agent forgets everything between sessions. Every conversation starts from zero. Full memory → Your agent remembers every...
Join discussion19h ago · 5 min read · Your AI Agent Remembers Everything. That's the Problem. Every agent framework is racing to build better memory. MemGPT, Mem0, A-Mem — they all want your agent to remember more, longer, better. But here's a question nobody's asking: what happens to yo...
Join discussion1d ago · 5 min read · Honcho (v3.0.3) from Plastic Labs bills itself as "the memory library for building stateful agents." They've defined what they call the "Pareto Frontier of Agent Memory" with benchmarks, evals, and a managed service. I've read their docs. I've looked...
Join discussion1d ago · 6 min read · The term "context engineering" is trending right now, and most of the discussion misses the point. People talk about stuffing more tokens into a prompt window, or using RAG to retrieve relevant chunks, or summarizing conversation history to stay unde...
Join discussion1d ago · 5 min read · Most AI agents forget everything the moment their session ends. That sounds like an implementation detail. It's actually the single biggest architectural failure in the agent space right now. And it's creating a moat for anyone who solves it first. W...
Join discussion4d ago · 4 min read · We keep upgrading the brain and ignoring the nervous system.The result? Agents that can speak beautifully and still forget how to walk. TL;DR — Models are getting smarter, but agent systems stay britt
Join discussion6d ago · 12 min read · Source: Techniques to Debug Memory Leaks in Spring Boot Scheduled Apps on Docker (Without Guessing) 1. The “slow boil” problem I keep seeing in scheduled containers When a Spring Boot app only wakes up on a schedule, it can look healthy for ho...
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Mar 10 · 9 min read · Your AI Agent's Memory Is Broken. Here Are 4 Architectures Racing to Fix It RAG was never designed to be agent memory. Observational memory, self-editing memory, and graph memory are challenging the default — each with real tradeoffs. Here's how to c...
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