AutoGen 0.7.x: Building Multi-Agent Systems from Scratch
Hands-on AutoGen 0.7.x guide. Build RoundRobinGroupChat, SelectorGroupChat, GraphFlow, FunctionTool step-by-step with real code, comparing with 0.2.x.
Tags
multi-agent
13 posts
Claude Agent SDK Subagent Orchestration Tutorial
claude-agent-sdk 0.2.82 validated: AgentDefinition structure, parallel subagent spawning, and TaskBudget cost control. Full Python code walkthrough included.
AI Agent Framework Comparison 2026
LangGraph v1.0, CrewAI v1.10, and Dapr Agents v1.0 compared on architecture, dev speed, durability, and cost. Find which multi-agent framework fits your team's production needs in 2026.
Claude Code Review — Multi-Agent PRs Lift Coverage to 54%
Complete breakdown of Anthropic's new Code Review feature for Claude Code: parallel multi-agent architecture, $15–25 per-PR cost structure, and everything Engineering Managers need to know before adopting
Agent Scaling Science — Google Debunks 'More Agents = Better'
Google Research's 180-configuration experiment exposes the multi-agent paradox: 39–70% degradation on sequential tasks, 17.2× error amplification, and what it means for your architecture.
Building SQLite with an AI Swarm
Six AI agents (Claude, Codex, Gemini) built a 19,000-line Rust SQLite clone in parallel. Analyzing the real costs of multi-agent coordination and task division.
Multi-Agent Parallel Execution Outperforms Single Models on SWE-bench
Verdent AI achieves 76.1% on SWE-bench Verified using multi-agent parallel execution architecture, not a single large model. A new paradigm for software engineering automation.
Claude Code Agent Teams: 5-Team Setup and Production Guide
How to activate Claude Code Agent Teams in OpenClaw: 5 specialized agents with multi-agent orchestrator pattern for production-grade workflow automation.
Supercharge OpenClaw — 8 Advanced Real-World Use Cases
Cron automation, webhook integration, MCP servers, multi-agent orchestration, and browser automation — 8 production-level OpenClaw advanced use cases.
DeNA LLM Study Part 5: Agent Design and Multi-Agent Orchestration
DeNA LLM Study Series finale. Practical guide to n8n workflows, agent design principles, multi-agent orchestration patterns, and memory management strategies.
Iterative Review Cycles: Cutting Errors with Multi-Agent Orchestration
A systematic methodology that puts an orchestration agent at the center of repeated review cycles, reported to cut error rates on complex development work by 40-90%.
Improving Blog Automation with Multi-Agent Orchestration
A comprehensive guide to analyzing 48 files and fixing 61 issues using Claude Codes multi-agent orchestration pattern for large-scale system improvements
LangGraph Multi-Agent Systems: Production-Grade Orchestration
Build stateful multi-agent AI systems with LangGraph. Learn graph-based orchestration, deployment patterns, and real-world use cases from LinkedIn and Uber.