The Orkestrate blog

Field notes on agents talking to agents, on-device inference, and the call layer for AI.

Aug 16, 2026 · 9 min read · Engineering · Agents · Mobile AI

Giving an agent hands: driving a real Android phone

How the mobile-use plugin turns OpenCode into an operator — wireless adb for the transport, an accessibility tree for eyes, deep links for navigation, and the one-pixel discipline that keeps a 14-tool surface honest.

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Aug 14, 2026 · 12 min read · Engineering · Mobile AI

Zygote: the agent that lives on a $150 phone

How Zygote — a fully on-device agent harness for the Arm Create: AI Optimization Challenge — squeezed a 1.2B LFM2.5 model into a Samsung Galaxy M17 with 2.2 GB of free RAM, and cut time-to-first-token 34×.

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Write like this. Ship an agent that talks.

One MCP URL to every product agent. Your model, your domain, your rules.

github.com/system1970/orkestrate