Info FilteringGitHubNewsletterSaaS

OpenPulse-style niche trend radar

Cut marketing noise and surface only 2–3 genuinely worth-reading new projects a day

Problem
Indie hackers and overseas-market researchers drown in information: Twitter, Product Hunt, and forums are full of wrapper tools hyping each other and anxious essays. Those who build their own pipelines discover semantic-dedup thresholds are hard to tune—too strict kills projects in the same space using a different approach, too loose lets republished press releases through. GitHub trending sites usually just show a list, not personalized filtering.
Solution
A lightweight trend radar for individual researchers: multi-source crawling with entity normalization, tunable semantic dedup and signal-to-noise scoring, delivering a small number of high-value project cards daily by email or RSS. Filter by language, topic, and star velocity.
Users
Indie developers, overseas-market researchers, engineers tracking tech stacks, angel investors
MVP
Scrape GitHub trending plus a few public sources; rank by 7/30-day star change; language and topic filters; daily digest email or RSS; simple dedup and marketing-content downranking
Revenue
Free tier with a fixed daily item count; paid plan for custom keywords, more sources, and team sharing; API billed per call
Why now
AI has lowered the barrier to launch, causing a project glut that makes manual gold-panning worse, while trend-tracking sites still lack personalized signal-to-noise filtering for indie developers

Source discussions · 3

  1. Hacker NewsShow HN: HissingKitty – what teams pay for software and what replaced it1↑ 1
  2. V2EX[分享创造] vibe 做了个小网站,追踪 Github 热点仓库的0↑ 1
  3. V2EX[程序员] 二开信源管道跑了半个月,聊聊用 pgvector 语义降噪和防重推送踩的几个深坑0↑ 2
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