#AI interoperability

AI & Machine Learning

MCP and A2A: The Twin Protocols Multi-Agent Systems Can't Ignore in 2025

Google's A2A protocol just hit the Linux Foundation, backed by AWS and Microsoft. But without MCP for tools, your multi-agent dreams stay demos.

AI & Machine Learning

Agent2Agent: Why This Protocol Might Actually Fix AI Agents' Isolation Problem in 2026

Picture this: 40% of enterprise AI agent pilots crashed in 2025 solely because agents from different stacks couldn't collaborate. Enter Agent2Agent — the protocol aiming to end that mess.

AI & Machine Learning

A2A: The Boring Protocol That Might Actually Save Multi-Agent AI

Multi-agent systems are everywhere in 2025 demos, but they're crumbling without standards. Enter A2A — the unglamorous fix that could make them production-ready.

AI & Machine Learning

Agent2Agent: The Protocol That Could Make Multi-Agent AI Actually Work

Agents stumble when they team up. Enter Agent2Agent — the open protocol turning solo smarties into scalable swarms.