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tech deep-dive

How Content Platforms Rank Their Feeds: From Reddit's Formula to TikTok's Interest Graph

Take apart the feed ranking of ten platforms and they're all solving the same problem: how to trade off between newest, best, and letting new content be seen. What actually decides your answer isn't how clever the algorithm is, but whether your content is oversupplied or scarce — big platforms rank to filter content out, small communities want every post to be seen.

ai guide

What Is an Auto-Dev Agent? An Intro to daodao's Automated Development System

A PM checks a task card in Notion → the system syncs it to a GitHub issue → writes a plan → writes code → opens a PR for human review. This post explains what the system does, what it doesn't do, and why it's feasible now — written for people who don't write code.

product project

Why Does a Climbing Community Need AI? NobodyClimb's Experiment and What We Learned

NobodyClimb uses RAG to tackle scattered climbing route information, ties quota limits to community engagement, and leverages Cloudflare Workers AI to bring inference costs close to zero.