Penify (formerly Snorkell.ai) vs Gorilla Terminal

Penify (formerly Snorkell.ai) is a GitHub and Bitbucket app that generates and updates code documentation when pull requests merge. It handles docstrings, API docs, and architecture documentation for Python, Java, TypeScript, JavaScript, and Kotlin repositories so teams spend less time writing docs by hand.

The app installs directly on your repository and tracks code changes after each merged PR. It identifies new classes and functions, refreshes existing documentation, and can analyze pull requests before they ship. A knowledge base and chat agent let product managers, analysts, and QA staff query the codebase in plain language.

Penify is built for development teams that want documentation to stay current without slowing down shipping. It suits backend engineers, platform teams, and technical leads who need accurate reference material that reflects the latest code.

Gorilla Terminal pulls stock data, SEC filings, macro indicators, and earnings call transcripts into one terminal-style dashboard in your browser. Search by ticker and you get charts, quarterly reports, insider trades, Twitter sentiment, and live futures without hopping between Bloomberg tabs and scattered finance sites.

Most research terminals either dump raw data tables or lean on generic summaries. Gorilla Terminal focuses on earnings calls: it runs sentiment analysis on what executives actually said, flags positive and negative statements, and lets you filter by quarter. That transcript-first angle is the trade-off. You get deeper call breakdowns than a charting site, but the product is built for equity research rather than crypto or forex.

Portfolio managers, solo investors, and finance students use this investment research tool to prep for earnings season, scan sector averages, and stress-test holdings with value-at-risk and regression tools. The macro panel covers CPI, unemployment, retail sales, and consumer sentiment in one click.