AIFuture
Back to news
AI ResearchMarkTechPost·

Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows

Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and Portable Agent Workflows

Discover how to extend agentic memory beyond basic prompts by building a stateful engineering copilot with Letta. This comprehensive guide covers inspectable core memory, archival vector retrieval, multi-agent shared state, custom tools, and portable workflows. The post Stateful Agentic Engineering Copilots with Letta: Core Memory, Shared State, Semantic Retrieval, Custom Tools, Streaming, and…

This is a summary curated by AIFuture. Read the complete article at the original source:

Read the full story on MarkTechPost

More AI News

AI ResearchMarkTechPost

Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents

Microsoft Research open-sourced Agensh, a multi-agent harness with no central orchestrator. Self-organizing workers share a Git repo, chat and a findings board, scaling from 1 to 1,024 agents on ProgramBench under a 6-hour budget. The post Microsoft Open-Sources Agensh: A Multi-Agent Harness for 1,024 Agents appeared first on MarkTechPost.

Oct 25, 2026

AI ResearchMarkTechPost

Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats

Cognition released the Devin Vulnerability Fixes plugin, 3 MIT-licensed agent skills that inventory, patch and test PHP, Node.js and self-managed GitLab deployments hit by this week’s critical RCE flaws, then open 1 PR per repo. The post Cognition Open-Sources an Agent Plugin that Helps Secure Systems against Recent Cybersecurity Threats appeared first on MarkTechPost.

Oct 25, 2026

AI ResearchMarkTechPost

How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide

Explore a complete coding guide comparing Underdog Saluki 27B with ISTA's GSQ-RCO quantization, examining GGUF headers, memory usage, and BFCL tool-calling performance in stock llama.cpp The post How to Run Underdog Saluki 27B: 2-Bit Qwen3.8-27B Tool-Calling Guide appeared first on MarkTechPost.

Oct 25, 2026

Build the skills behind the headlines

Data ScienceCoursera

Machine Learning Specialization

Andrew Ng's flagship program covering supervised and unsupervised learning, neural networks, and best practices for real-world ML.

Beginner·Subscription
View Course
Data ScienceCoursera

Deep Learning Specialization

Five-course series on neural networks, CNNs, sequence models, and transformers from DeepLearning.AI.

Intermediate·Subscription
View Course
Data ScienceedX

CS50's Introduction to AI with Python

Harvard's deep dive into the algorithms behind modern AI — search, knowledge, optimization, and machine learning.

Intermediate·Free / Verified
View Course

Never miss what matters in AI

Get the most important AI news and course picks in your inbox.