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Testing PPAI for mail service - research open for testers

A developer is testing PPAI, an agent architecture for email workflows, and is seeking testers with real-world email management problems such as spam filtering, thread summarization, and CRM integration.

read1 min views1 publishedJul 6, 2026

Hi everyone

I’m working on agent architectures for email workflows and I’d love to learn from people actually dealing with this in production (or trying to).

If you’re using agents to manage email — spam filtering, summarizing threads, drafting replies, keeping sales conversations alive, registering new customers into a CRM — what’s failing for you? Common issues I keep hearing about:

We’ve been building PPAI, an architecture that handles these tasks with persistent state, and I’d genuinely like to test it against real problems — not demos. If you have a use case that’s breaking, tell me about it. Happy to run a pilot with someone who’s actively working on this.

What are you using today, and where does it fall short?

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