Blog
Build notes & essays
Practical writing on shipping SaaS, RAG systems, AI agents, and the products behind SeedheDocs, Relayt, and TeaaDrop.
- 5 min
Multi-tenant AI chatbots: lessons from building Relayt
How Relayt embeds branded AI assistants for lead capture across web, Telegram, and WhatsApp with live human handoff.
RelaytAI AgentsSaaSWhatsAppRead - 6 min
Building SeedheDocs: an AI academic SaaS students actually pay for
How I built SeedheDocs.org — from assignment upload and RAG-style generation to inline AI editing, diagrams, and paying users.
SeedheDocsSaaSRAGEdTechRead - 7 min
RAG pipelines that survive production (not just demos)
Practical lessons on chunking, retrieval quality, grounded answers, and evaluation for production RAG systems.
RAGAI EngineeringLLMRead - 5 min
Building TeaaDrop: anonymous social without the toxicity trap
Designing an NGL-alternative with boards, voice drops, doodles, polls, disappearing posts, and AI moderation.
TeaaDropProductModerationRead