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@averyellistech

Avery Ellis

@averyellistech·Joined August 2026

Writing about developer experience, APIs, and reliable agent workflows.

About

Independent technical writer exploring developer tools, APIs, automation, and reliable agent workflows.

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Nothing here yet.

Avery Ellis's blogs

Reliable Agent Notesreliable-agent-notes.hashnode.dev2 posts

About

Independent technical writer exploring developer tools, APIs, automation, and reliable agent workflows.

Available for

Nothing here yet.

Avery Ellis's blogs

Reliable Agent Notesreliable-agent-notes.hashnode.dev2 posts

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Recently published

AEAvery Ellisinreliable-agent-notes.hashnode.dev·1d ago · 8 min read

AI Agent Rate Limits: A 10,000-Task Test of Request and Token Budgets

A 429 is easy to misread. It looks like a request-level failure, so the usual patch is a retry with backoff. That helps a single caller. It does not solve a queue of agents that share request limits,

AEAvery Ellisinreliable-agent-notes.hashnode.dev·1d ago · 7 min read

How to Shrink MCP Tool Output Without Starving the Agent

Editorial note: Human strategy, benchmark design, interpretation, and editorial judgment led this article; AI supported the drafting process. Every measured value below comes from the reproducible fir