How to Cut Amp Code Agent Costs on Large Refactors
Amp has no free tier and bills by usage, so refactors can get expensive fast. Here is what drives the bill, how to scope work,…
Sourcegraph is a code search and intelligence platform. It indexes your Git repositories so a search like “where do we set the auth timeout” returns every match across thousands of repos, with jump-to-definition and find-references. The Cloud free tier covers public code; enterprise pricing is custom.
Founded in 2013, Sourcegraph tackles a problem that plain fuzzy finders ignore: code spread over many repositories. Its engine builds a searchable index with precise code intelligence, then layers AI on top through Cody, its assistant. Enterprises such as Uber and Lyft have used it to answer cross-repo questions that would otherwise need a human archaeology session.
Cody is the AI layer. It answers questions grounded in your actual repositories, writes code edits, and can propose batch changes. Because it reads your real code rather than guessing from the open web, answers tend to be more accurate on internal APIs than a generic chatbot.
Sourcegraph is overkill for a single small repo — a local ripgrep is faster. Enterprise self-hosting takes real infrastructure effort, and index freshness depends on how often you sync. Pricing for the enterprise tier is quote-based, which makes budgeting awkward for small teams.