Docker is making it easier for developers to run and test AI Large Language Models (LLMs) on their PCs with the launch of Docker Model Runner, a new beta feature in Docker Desktop 4.40 for Apple silicon-powered Macs. It also integrates the Model Context Protocol (MCP) for streamlined connections between AI agents and data sources.
This article discusses why larger Meshtastic networks may benefit from switching from the default LongFast LoRa preset to higher bandwidth options like MediumSlow, MediumFast, ShortSlow, or ShortFast, detailing the trade-offs between range, speed, and reliability.
A repository containing extracted system prompts and tools for various AI models including FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, and VSCode Agent. It offers insights into the structure and functionality of these models and includes a security notice for AI startups.
This article details a schema-grounded approach to Conversational User Interface (CUI) development using OpenCUI, focusing on declaring schemas, attaching interaction and language annotations, and leveraging statecharts for efficient dialog management. It emphasizes building CUIs around backend service APIs.
Bethere.ai: The author introduces bethere.ai, a platform built to natively support both flows and state machines for building hybrid conversational experiences.
SWE-agent is an agent that uses a language model (like GPT-4) to automatically fix GitHub issues, perform web tasks, solve cybersecurity challenges, or execute custom tasks through configurable agent-computer interfaces.
SWE-agent is an open-source tool that utilizes large language models (LLMs) like GPT-4o and Claude Sonnet 3.5 to autonomously fix bugs in GitHub repositories, solve cybersecurity challenges, and perform complex tasks. It features a mode called EnIGMA for offensive cybersecurity and prioritizes simplicity and adaptability.
This article details building a Retrieval-Augmented Generation (RAG) system to assist with research paper tasks, specifically question answering over a PDF document. It covers document loading, splitting, embedding with Sentence Transformers, using ChromaDB as a vector database, and implementing a query interface with LangChain.
Datadog has acquired Metaplane to expand its data observability offerings, particularly for AI applications. Metaplane uses AI-powered anomaly detection and data lineage tracking. The acquisition aims to unify observability across applications and data.
Two top CISA officials, Bob Lord and Lauren Zabierek, have resigned citing their work on the Secure by Design program, coinciding with White House cuts and a potential shift in the program’s direction. The agency faces significant budget cuts and staff reductions.
