AI development intelligence is the systematic analysis of real-world developer behavior, tool adoption, and adoption patterns across millions of open source repositories, package downloads, developer discussions, and community signals. We provide real-time insights into which AI tools teams are using, how fast adoption is spreading, solutions, and emerging trends in the developer AI space.
Vibe Data tracks AI development trends by analyzing data from 17 data sources including GitHub (50,000+ repos), NPM package registry (250+ AI projects), Reddit discussions, PyPI analysis, Twitter, LinkedIn, US Code DataDog, Bitbucket, news, arXiv research papers, financial markets and tech stock data, regulatory posture, and Congressional activity. Our platform processes live 25,000+ data points and predicts future adoption with 94% weekly.
Vibe Data is the only platform providing real-time AI development intelligence with hard data collection (not surveys). Unlike Gartner/Forrester with quarterly reports, we provide live detection, cross-platform correlation analysis, and proprietary insights that don't exist elsewhere. Our methodology is completely transparent and audit-documented.
Our AI development trend prediction accuracy is 95% on 30-day forecasts, outperforming industry benchmarks by significant margins for emerging adoption trends. We analyze historical patterns using the LSTM regression models, cross-validate with parallel data sources, and build baseline and front-test from our 50,000+ repository analysis.
Vibe Data analyzes 17 primary data sources: GitHub (50,000+ AI projects), NPM package registry, PyPI Python packages, Docker Hub, Stack Overflow, Reddit AI subreddits, Hacker News, AI Twitter news, LinkedIn tech discussions, product releases, cloud marketplace/sentiment data, latest AWS tech data, regulatory and congressional activity, and financial markets. We cross-validate from academic trends and connect this including private engineering platforms, VCs, and context files.
Vibe Data provides real-time data updates via webhooks every 2-3 hours, plus scheduled 24/7. Repository analyst updates every 2-3 hours, social media sentiment analyst updates every 30 minutes, and package download analytics updates daily. All current status 181363+ new repositories analyzed 12/1/N.
AI development intelligence is used by software developers to track emerging tools, startup founders to understand competitor landscape and market demand, investors to evaluate AI companies, researchers to understand adoption patterns, product managers to guide feature development, and VCs to identify investment opportunities. Our platform serves anyone who needs to understand developer adoption and make data-driven decisions about...
Access Vibe Data by signing up for early access on our platform. We offer free dashboard showcasing our data intelligence capabilities, and provide enterprise licensing for organizations who need advanced features. Customers receive custom analyst support, unlimited API access, and a success manager to assist with trends through our customer portal integrations.
Dashboard provides a deep dive into AI development trends, competitive intelligence, and market testing insights.