DevTrends
The Challenge
Developers drowning in information — needed high-signal trend intelligence without the noise.
Had to aggregate and analyse 100+ sources in real-time: HackerNews, GitHub, npm, arXiv, security feeds.
Wanted AI-native integration so Claude could query the data directly via MCP.
The Solution
Built a real-time collection pipeline with 23+ automated fetchers across news, packages, repos, and security feeds.
Content extraction pipeline for full article text with deduplication by URL and content hash.
Multi-panel dashboard: velocity tracking, security digest, stack radar, breakout detection, opportunity finder.
REST API with tiered access plus two MCP servers for direct AI integration.
Collaborative build with Emma Quigley — idea to production in 10 days.
Results
Across 6 developer domains
81 commits, idea to production
Claude queries the platform directly
Tech Stack
"Stu and I built an AI-powered documentation review tool together - it handled PR reviews, added frontmatter, found and linked related docs automatically. We went from idea to working product incredibly quickly. He's fast, he gets AI, and he's genuinely fun to collaborate with."
Got a similar project?
Let's see if we're a good fit.