NoBull SaaS

What does Sourcegraph do?

Tool: Sourcegraph

The Tech: Code Search

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Their Pitch

Code understanding for humans and agents.

Our Take

It's Google for your company's code. Instead of cloning 100 repos to find one function, you search everything instantly from your browser.

Deep Dive & Reality Check

Used For

  • +**You're debugging at 3am and can't find where this API endpoint is defined** → Search across every repo, branch, and commit instantly without downloading anything
  • +**New hire asks "how does login work?" and you panic because you forgot too** → AI explains code flows using context from your entire codebase, not just one file
  • +**Need to update a function that's used everywhere but don't know where** → Find every reference across all repos, then bulk-change them in one operation
  • +**Your IDE chokes on massive codebases and takes 10 minutes to load** → Works in your browser with zero local setup or storage
  • +Searches inside pull requests and commit messages - finds that bug fix from 6 months ago you vaguely remember

Best For

  • >Your team wastes hours hunting bugs across dozens of repositories
  • >New developers take weeks to understand your codebase instead of days
  • >You're drowning in legacy code and nobody knows what calls what

Not For

  • -Solo developers or teams under 10 people — you're paying $950/month to search code that fits in VS Code
  • -Teams with simple codebases under 20 repos — GitHub's built-in search does the job for free
  • -Companies wanting plug-and-play simplicity — you'll spend 2 hours learning regex patterns and search syntax

Pairs With

  • *GitHub (where your code actually lives — Sourcegraph just makes it searchable)
  • *VS Code (via browser extension so you can jump to definitions without leaving your editor)
  • *Slack (where Cody AI can answer "what does this function do?" without context-switching)
  • *Docker (if you self-host, which enterprise teams do to keep code on their servers)
  • *Jira (to link bug tickets to the exact code locations Sourcegraph finds)
  • *Chrome (browser extension turns every code review into a clickable IDE experience)

The Catch

  • !The free tier only works on public repos — your private code needs the $19/user plan
  • !Advanced search features are buried behind cryptic icons that tutorials skip over
  • !Enterprise pricing starts around $50-100/user/month, so a 200-person team pays $10k+/month

Bottom Line

Turns "grep through 10,000 repos" from a 4-hour nightmare into a 30-second search.