The latest articles on DEV Community by Temo Barjadze (@pipeout_io). https://dev.to/pipeout_io https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3900242%2F199fc313-4cd9-4450-adb9-99fc37e32323.png https://dev.to/pipeout_io en Temo Barjadze Mon, 27 Apr 2026 10:46:37 +0000 https://dev.to/pipeout_io/show-dev-pipeout-ai-powered-b2b-outreach-that-finds-scores-and-contacts-leads-3hgb https://dev.to/pipeout_io/show-dev-pipeout-ai-powered-b2b-outreach-that-finds-scores-and-contacts-leads-3hgb <h2> What I built </h2> <p>I've spent the last several months building Pipeout (<a href="https://pipeout.app" rel="noopener noreferrer">https://pipeout.app</a>) -- a B2B outreach platform that handles the full pipeline automatically: find leads, score them by fit, and send personalized cold emails.</p> <h2> The problem </h2> <p>Most B2B outreach tools make you do the work: export a CSV, manually score leads, write emails, set up sequences. The result is hours of grunt work before a single email goes out.</p> <h2> How Pipeout works </h2> <ol> <li>You define your ideal customer profile (industry, company size, role, signals)</li> <li>Pipeout searches across multiple data sources and scores each lead on fit</li> <li>Personalized email sequences go out automatically -- each one tailored to the lead's context</li> <li>You get notified on replies and can take over the conversation</li> </ol> <h2> The stack </h2> <ul> <li> <strong>Backend</strong>: FastAPI + Python, PostgreSQL with async SQLAlchemy</li> <li> <strong>Queue</strong>: Celery + Redis for async email sends and lead enrichment</li> <li> <strong>Secrets</strong>: OpenBao (open-source Vault fork) for API key storage</li> <li> <strong>Frontend</strong>: React + TypeScript + shadcn/ui</li> <li> <strong>AI</strong>: OpenAI GPT-4o for personalization, internal scoring model</li> </ul> <h2> Current status </h2> <p>Live at <a href="https://pipeout.app" rel="noopener noreferrer">https://pipeout.app</a>. Free tier available. Looking for early users to help shape the roadmap.</p> <p>Would love feedback from this community -- especially if you've dealt with the cold outreach grind before.</p> ai automation productivity showdev