Multi-agent systems: LangGraph vs CrewAI vs Autogen in 2026
Three frameworks, three mental models. When to use each and why — with a real orchestration case.
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Three frameworks, three mental models. When to use each and why — with a real orchestration case.
PegaProx 0.9.x is an AGPL-3.0 control panel for multiple Proxmox VE 8/9 and XCP-ng clusters. 14-row comparison against the stock GUI plus a verdict on when it fits.
Full tutorial: tool use, streaming, prompt caching, observability, and your own MCP server. Reference repo included.
Three production coding agents, five real tasks measured by time, tokens, and PR quality. No marketing — the actual measurement.
After eighteen months of multi-vendor adoption, MCP is the de facto standard for connecting models to tools. The complete guide: architecture, servers, policies, authentication, composition, and the antipatterns we've already seen in production.
100 must-have apps for your M5 Mac organised into 20 categories: browser, notes, terminal, IDE, containers, AI and more. Each pick with purpose, key features, plugins, pricing in EUR and the official link.