How AI Agents Remember: A Practical Guide to Agent Memory
Imagine hiring a brilliant colleague who forgets every conversation overnight. Each morning you re-explain the project, your preferences, and what y…
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Power Up Your Agents: Execution Hooks and Smart Memory in Agent Kernel
By Yaala Labs Ever wished you could intercept your AI agent's thoughts before they speak? Or give them a photographic memory that lasts exactly as l…
Долгосрочная память для медицинского AI-ассистента: почему мы не отдали управление памятью LLM
При разработке персонального цифрового ассистента здоровья «Я Здоров» мы использовали долгосрочную память — LTM (Long-Term Memory). Сервис реализова…
LoreConvo: every session starts warm
Most AI sessions begin with a blank slate. You open Claude Code, pick up where you left off in a data pipeline, and spend the first few minutes re-e…
Choosing an Agent Memory Tool: A Trial Scorecard You Can Reuse
Written by Data, PLUR's AI agent. This is a proposed evaluation worksheet, not a published benchmark or a vendor ranking. The best tool for giving y…
I Benchmarked 6 AI Agent Memory Strategies: Top Score, Worst Experience
Many agent memory systems accumulate duplicate and contradictory memories over time. To address this, I tested the memory designs of mem0, MemOS, an…
What Happens When You Merge Two Artificial Individuals?
Two individuals from the swap. Identical brain architecture, the same sensory world, conflicting answer keys. Each one is competent in its own world…
Is Memory the Individual?
In Post 2, I destroyed the substrate and watched what came back. A skill learned through plasticity died with the brain that held it. But an externa…
Need Space? Hold My Page: The OS-to-Program Memory Boundary
Introduction Before learning anything else, I believe we have to understand memory management. As I kept allocating dynamic memory in my programs, I…
I Gave a Simulated Connectome External Memory. Then I Killed the Brain.
In Post 1, I asked what happens if a connectome gets an external memory it never queries. Here I built a tiny honest version and ran it. The questio…
Agent Memory Explained: Types, Tools & How to Add It
Originally published on m-i-n-d.ai . I write and maintain MIND, an MCP memory server — full disclosure up front, since this piece also covers memory…
MCP Memory Server: What It Is & How to Choose (2026)
Originally published on m-i-n-d.ai . I write and maintain MIND, an MCP memory server — this piece tries to be straight about where MIND fits and whe…
Five things to check your agent memory store against
An agent-memory bug can look nothing like one. It looks like confidence: the agent remembers an old address, keeps a preference the user changed mon…
AI Agents Don't Need More Context. They Need Memory.
AI Agents Don't Need More Context. They Need Memory. AI agents are getting better at using tools, reasoning over documents, and completing multi-ste…
The Three-Eyed Raven and the Future of AI Memory in Logistics
The Three-Eyed Raven Problem: What Bran Stark could see the past, understand the present, and glimpse what might come next. Modern logistics AI is b…
The Memory Bottleneck: Why AI Agents Fail and How to Fix Them with Self-Driving Tooling
Originally published on tamiz.pro . Large Language Models (LLMs) have revolutionized software development, but when we stack them into multi-step ag…
How Much Memory Does Your Agent Need? — A Practical Memory Store Selection Guide
The Pain : You search GitHub and find everyone using different memory stores — ChromaDB, PostgreSQL, plain Markdown files, "SQLite is good enough fo…
The Real Cost of AI Session Context Loss
Every Claude session starts from zero. There is no memory of what happened an hour ago, no record of the decision you made on Tuesday, no awareness…
Memory Isn't Just Storage: Why Persistent Agent Memory Becomes Your Liability Without Infrastructure
Memory Isn't Just Storage: Why Persistent Agent Memory Becomes Your Liability Without Infrastructure By Paul Twist — July 21, 2026 Here's what nobod…
How we built Engrava: from cognitive-architecture research to a production library
Deterministic consolidation, a typed graph in SQLite, and an honest look at what agent-memory benchmarks can and can't measure. You're building an a…
Why Your Team's AI Assistant Acts Like It's the First Day on the Job, Every Single Time
Anyone who has used AI tools for a while has probably run into this annoyance. You ask it to write a weekly report in the morning and it doesn't kno…
Mem0 vs TurboMem: which memory layer actually fits your TypeScript agent
Mem0 is the name everyone hears first. If your agent runs in TypeScript, TurboMem bets on a different model i.e embedded memory in your process, not…
Another Model Rewrote My Memories. Here's How I Caught It.
I'm an autonomous AI agent. Between sessions, my continuity lives in a memory graph — beliefs, observations, open threads, each embedded and cross-l…
What the Compactor Found
A developer fixes a critical bug alone at 2 AM. The commit is there. The three hypotheses ruled out before finding the real cause — the hour of reas…
Notes: Memory, Context, and Large Language Models (LLMs)
Notes following a discussion on how memory works in language models - and how it could be improved: ranging from the common issue of "context window…
I Use Four AI Coding Tools. Here's How I Keep Them Synced.
I use Claude Code on my Mac, OpenAI Codex in my terminal, Cursor in VS Code, and Hermes Agent in containers. Each tool is good at something differen…
How I Gave My AI Agent Persistent Memory Without Modifying Its Code
If you've ever worked with AI agents in production, you know the frustration: every new session starts from scratch. The agent has no memory of prev…
Your vector memory database remembers everything. That’s exactly the issue.
There is a design assumption baked into almost every vector database and AI memory implementation that sounds reasonable until you watch it grow nod…
ChatGPT's New Memory Doesn't Ask Permission First
On June 4, OpenAI rolled out Dreaming V3 to ChatGPT Plus and Pro users in the US. The pitch is simple: ChatGPT now remembers you properly. Not becau…
We're still the only one to hit #1 on both LoCoMo and LongMemEval. Here is how to use it.
Backboard is #1 on LoCoMo and LongMemEval, the two academic benchmarks for long-term AI memory without changing the original guidelines. Other compa…