Daniel Reed

Daniel Reed

Maker. Building PagePeek.
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About

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

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Maker History

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

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PagePeekp/pagepeek-2Daniel Reed•

3mo ago

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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