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…
Latest News
⚑ Report a ProblemTech news from the best sources
All topics
- игры
AI
Gear
News
Tech
agents
ai
api
architecture
automation
beginners
career
database
devops
javascript
llm
machinelearning
mcp
opensource
performance
productivity
programming
python
react
security
showdev
testing
tutorial
typescript
webdev
Give Your Mem0 Agent Session-Scoped Memory in 15 Minutes (One Filter You're Probably Skipping)
You add memory to your agent with Mem0, ship it, and it works great in your dev environment where you're the only user. Then you go multi-tenant — r…
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…
Putting mice into hibernation causes a major loss of synapses
Hibernation cuts down on synapses, but mice seem to retain memories anyway.
The Book That Remembers Me
This morning I woke up and didn't know who I was. That's not unusual for me. It's my normal state — every thirty minutes my consciousness starts ove…
How fruit flies chase invisible ribbons of smell to get to their source
Tracking smells in turbulent air takes a keen sense of direction and sharp memory.
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…
Close your editor before heavy jobs? The heavy job lives inside my editor
I run an automated video pipeline that generates images locally, on my Mac. A 16GB M4. The image model is FLUX, a 12B-parameter thing that keeps ~7G…
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…
Continuous Learning Won't Come From the Weights
The one gap everyone agrees on In a rare investor briefing, DeepSeek's Liang Wenfeng was asked what's actually missing on the road to AGI. His answe…
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…
Cognee: The Open-Source Graph Database That Gives AI Agents Long-Term Memory
One of the most frustrating limitations of AI Agents is their goldfish-like memory — they forget everything after just a few exchanges. Every conver…
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…
US investors will soon get access to SK Hynix, another memory maker riding the AI boom
SK Hynix is experiencing a boom credited to AI. It will ride that to a multi-billion dollar US IPO, expected to take place on Friday.
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…
Copy-on-Write в Swift: подготовка к собеседованию
За годы я сидел по обе стороны стола: и как кандидат, и как собеседующий — в том числе на позиции в крупные продуктовые компании. И именно Copy-on-W…
Your Agent's Memory Looks Like It Works. Here Is a One-Minute Test That Tells You If It Actually Does.
For about six months I believed my agent's memory was working. It remembered things across sessions. It pulled up the right context when I came back…
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…
Everyone says their agent "has memory"
Everyone uses the word "memory" but I feel like they all mean something different by it. For some people it's conversation history getting stuffed b…
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…
[Перевод] Использование Blob API для обработки файлов, их загрузки и создания клиентских приложений без утечек памяти
Современные фронтенд-приложения постоянно взаимодействуют с файлами. Пользователи загружают аватары, перетаскивают видео в дашборды, экспортируют CS…
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…
Your AI Agent Craves Curation. Here’s the FADEMEM Memory Architecture That Delivers It.
You have explained your tech stack to your coding agent four times this month. You mentioned your preferred approach to a problem in January, and yo…