{"slug": "testing-ppai-for-mail-service-research-open-for-testers", "title": "Testing PPAI for mail service - research open for testers", "summary": "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.", "body_md": "Hi everyone\n\nI’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).\n\nIf 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?**\n\nCommon issues I keep hearing about:\n\nWe’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.\n\nWhat are you using today, and where does it fall short?", "url": "https://wpnews.pro/news/testing-ppai-for-mail-service-research-open-for-testers", "canonical_source": "https://discuss.huggingface.co/t/testing-ppai-for-mail-service-research-open-for-testers/177515#post_1", "published_at": "2026-07-06 17:44:46+00:00", "updated_at": "2026-07-07 01:33:32.118732+00:00", "lang": "en", "topics": ["ai-agents", "ai-research", "ai-products"], "entities": ["PPAI"], "alternates": {"html": "https://wpnews.pro/news/testing-ppai-for-mail-service-research-open-for-testers", "markdown": "https://wpnews.pro/news/testing-ppai-for-mail-service-research-open-for-testers.md", "text": "https://wpnews.pro/news/testing-ppai-for-mail-service-research-open-for-testers.txt", "jsonld": "https://wpnews.pro/news/testing-ppai-for-mail-service-research-open-for-testers.jsonld"}}