Daniel Reed

Daniel Reed

Maker. Building PagePeek.

About

Maker. Building PagePeek. An AI Academic OS for people who actually care about thinking, not just generating words. Still shipping, still learning.

Badges

Tastemaker
Tastemaker
Tastemaker 5
Tastemaker 5
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Maker History

  • PagePeek
    PagePeekYour AI Professor for drafting and evaluating papers in secs
    Feb 2026
  • 🎉
    Joined Product HuntDecember 16th, 2025

Forums

Team SQL or Team Vector DB for Agent Workflows? (We ditched vectors 👀)

Hi, Product Hunt

Our team in the UK is building an academic agent (PagePeek) that relies on 15+ specialized agents using the OpenAI Agent SDK. To solve context loss, we ditched Vector Stores for a PostgreSQL-backed system.

This allows strict handoffs between agents (e.g., Research -> Drafting) and supports our XML citation parsing for anti-hallucination.

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