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AI Engineering2024

FounderOS

AI Chief of Staff for Startup Founders


Demo Video

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Overview

A streaming AI pipeline and persistent memory system that gives startup founders a context-aware AI co-founder — remembering decisions, pivots, and milestones to deliver specific recommendations instead of generic answers.

Technical Details

  • Built a streaming AI pipeline using ReadableStream.tee() to fork the model response — one branch streams tokens to the user instantly while the other persists the conversation and auto-extracts context records in parallel, so memory saving never blocks the reply.

  • Designed a Founder Memory system that captures decisions, pivots, and milestones from user actions and injects the 10 most relevant records into every AI system prompt — replacing generic responses with context-specific recommendations.

  • Shipped Stripe subscription billing across 4 tiers with HMAC-verified webhooks and server-side feature gating; backend on InsForge (YC P26, Postgres BaaS) with row-level security and an isolated admin service client for privileged routes.

Tech Stack

Next.js 16React 19TypeScriptOpenRouter/GPT-4oStripeInsForge/Postgres