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AI Agent

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05:15
2026-05-23
gist.github.com
artificial-intelligence

How to sync Outlook ↔ Gmail calendars using AI + MCP (Amazon Quick)

This article provides a step-by-step guide for syncing Outlook and Gmail calendars using Amazon Quick, an AI assistant, and a custom MCP (Model Context Protocol) server. The system uses a Python script running on a Mac t…

04:17
2026-05-23
dev.to
artificial-intelligence

The 7-Layer Memory Architecture Behind Modern AI Agents

The article describes a seven-layer memory architecture developed by Sistava to solve the problem of long-term memory in production AI agents, which often forget core constraints or fail to track changing facts over time…

03:50
2026-05-23
dev.to
artificial-intelligence

NovelPilot: A Novel Writing Agent Powered by Gemma 4

NovelPilot is a web application that uses a multi-agent workflow powered by the Gemma 4 model to help users create short fiction from a simple prompt. The app employs a sequence of specialized AI agents, each responsible…

03:06
2026-05-23
dev.to
artificial-intelligence

The Web Is About to Get a Second Door

The article announces the emergence of WebMCP, a new structured interface layer for the web designed specifically for AI agents, analogous to ARIA for screen readers. It highlights that AI agent traffic to US retail site…

02:31
2026-05-23
dev.to
artificial-intelligence

How to Build a Supervisor Agent Architecture Without Frameworks

This article explains how to build a supervisor-based multi-agent architecture in pure Python without using external frameworks. It describes the "Supervisor Pattern," where a central orchestrator coordinates specialized…

01:30
2026-05-23
dev.to
developer-tools

Running Claude Code across multiple repos without losing context

The article recommends using one dedicated Claude Code session per repository when working across multiple codebases, as switching between projects within a single session leads to 57% more token usage and 4x more rework…

01:26
2026-05-23
dev.to
artificial-intelligence

Why your AI agent loops forever (and how to break the cycle)

The article explains that AI agents often get stuck in infinite loops, repeatedly calling the same tool with slightly different queries, which wastes tokens and increases costs. This is identified as an architectural pro…

01:00
2026-05-23
dev.to
artificial-intelligence

How I Run 7 AI Models 24/7: Multi-Agent Architecture in Practice

The article describes a practical implementation of a multi-agent AI architecture where seven different AI models (including Claude Opus, MiniMax, Hermes, Gemini, and Groq Llama) work together autonomously 24/7, coordina…

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