All Topics
All Topics
Technology
Technology
AI
AI
Business
Business
Entertainment
Entertainment
News
News
Programming
Programming
Science
Science
Design
Design
Environment
Environment
Finance
Finance
Crypto
Crypto
Politics
Politics
Sports
Sports
Education
Education
Gaming
Gaming
Art
Art
Music
Music
Health
Health
Security
Security
Books
Books
Food
Food
Travel
Travel
Personal
Personal
Bluesky
Twitter

Oracle Agent Memory: A Database-Native Memory Substrate for Long-Horizon AI Agents

Agent memory is a systems problem for long-horizon agents. Practical deployments require retention of task state across extended conversations, recovery of user-specific facts and preferences across…

Read the full article
[Submitted on 14 Jul 2026]14h ago2 min readenInsight

You might also wanna read

Systematic Study of Agent Memory Systems for LLMs Reveals No One-Size-Fits-All Architecture

Memory for large language model (LLM) agents has rapidly evolved from simple retrieval-augmented mechanisms into a data management system th

arxiv.org·22d ago

Memori launches agent-native persistent memory infrastructure using structured knowledge graphs from agent trace data

Memori launched its new agent-native memory infrastructure, enabling agents to create structured, long-term memory directly from agent trace

Product Hunt·2mo ago

Proactive Memory Agent Improves Long-Horizon AI Task Performance by Addressing Behavioral State Decay

In long-horizon tasks, decision-relevant state is often scattered across an expanding trajectory, while the action agent must surface it and

arxiv.org·6d ago

Proactive Memory Agent Improves Long-Horizon AI Task Performance by Addressing Behavioral State Decay

In long-horizon tasks, decision-relevant state is often scattered across an expanding trajectory, while the action agent must surface it and

arxiv.org·6d ago

TencentDB Agent Memory: A fully local 4-tier long-term memory system for AI agents with zero external API dependencies

TencentDB Agent Memory delivers fully local long-term memory for AI Agents via a 4-tier progressive pipeline, with zero external API depende

github.com·9d ago

How AI Agent Memory Actually Works - And How to Build It

Every call you make to a large language model is stateless. The model reads the text you send, generates a reply, and forgets everything the

Towards AI·5d ago

A Software-Cache Architecture for Human-Supervisable Agent Memory: Coherence Protocol for Persistent Agent Fleets

A software-cache architecture for human-supervisable agent memory. - treaves-GSD/soft-cache-agent-indexing

github.com·6d ago

A Software-Cache Architecture for Human-Supervisable Agent Memory: Coherence Protocol for Persistent Agent Fleets

A software-cache architecture for human-supervisable agent memory. - treaves-GSD/soft-cache-agent-indexing

github.com·6d ago

Comments

Sign in to join the conversation.

No comments yet. Be the first.