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The Orbit blog

Field notes on AI-era growth, deliverability, voice, and messaging for developers and teams building on Orbit by Devotel.

  • Orbit Editorial Team

    The A2A protocol, explained — and where MCP and multi-agent squads fit

    Agent-to-agent (A2A) is the open protocol for letting one AI agent delegate a task to another, with discovery via a public Agent Card and a task lifecycle over JSON-RPC. This explainer decodes what A2A actually specifies, how it complements the Model Context Protocol (MCP), and how Devotel Orbit's multi-agent squads sit on top of it.

    • A2A protocol
    • MCP
    • multi-agent
    • agent squads
    • agent federation
  • Orbit Editorial Team

    AI agent orchestration patterns, mapped to the shipped surfaces

    The four orchestration patterns a Devotel Orbit buyer actually chooses between — one canonical agent, a classifier-and-specialists squad, a champion-challenger rollout, and role-play rehearsal — indexed against the shipped /agents surfaces, with a decision rule and a worked scenario for each.

    • AI agents
    • orchestration
    • agent squads
    • canary rollouts
    • grounding
  • Orbit Editorial Team

    Agent squads — multi-agent orchestration for one conversation

    How Devotel Orbit's agent squads compose a classifier and specialist agents behind one conversation, why specialization beats a single monolithic prompt, and what routing, memory, model presets, and squads each own.

    • AI agents
    • agent squads
    • multi-agent orchestration
    • routing

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Blog — Orbit by Devotel