Notes on building with AI automation
Agents, infrastructure, and direct implementation blueprints, written for Indian SMBs and builders who ship.
Apollo vs Instantly: Outbound Tech Stack Guide
Combining Apollo.io and Instantly creates a pragmatic outbound tech stack for Indian B2B teams. Use Apollo for prospecting and its 275M+ database, and use Instantly for distributed multi-inbox rotation and warming. This separation scales outreach capacity while protecting your primary domain from spam filters and per-seat SaaS bloat.
n8n vs Clay for Outbound Prospecting | VectorBloom
n8n and Clay serve distinct roles in modern outbound prospecting pipelines. Clay excels at waterfall data enrichment and automated personalization. n8n provides cost-effective workflow orchestration across external tools. For Indian B2B teams scaling outreach, integrating both platforms maximizes lead quality while controlling software overhead. You'll use Clay for data verification and n8n for routing records.