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Use Cases
How teams use codebase intelligence for onboarding, audits, and visibility
Onboard Engineers Faster on Any Codebase
Onboard engineers faster on any codebase with an auto-generated wiki and 9 MCP tools that recover the why behind legacy code. See the 30-day approach inside.
How to Read a Codebase You Didn't Write
Read an unfamiliar codebase fast by treating the first pass like an incident review, not a refactor. Four lenses, an hour-by-hour workflow, and a repeatable audit memo.
Incident Response: Finding the Change That Broke Production
A production incident creates one question fast: who changed this code? The answer is rarely “the last commit.” It is usually a chain of changes, ownership…
How the Repowise PR Bot Comments Only When It Matters
pr bot silent default is the only sane default for review automation. A GitHub PR bot should stay out of the way on green changes, then speak only when it…
Audit a Flask monolith before acquisition with graph, history, wiki, ADRs
Run a pre-acquisition code audit on a Flask monolith with graph, git history, wiki freshness, and ADRs. Find surprises before week two.
Audit a legacy monolith before acquisition with graph, history, wiki, ADRs
Audit legacy code with graph, history, wiki, and ADRs to answer ownership, risk, and rewrite questions before a deal. See 4 layers in one review.
Security review on a Python monolith with 19 hotspots
A security review codebase case study on a Python monolith: find 19 hotspots, map ownership gaps, and cut duplicate reads with one review path.
47 dependents, 23 hotspots: a React refactor without folklore
A large codebase refactor case study: see how dependency graphs, git history, and ownership signals ranked 23 hotspots before the first React edit.
The Engineering Manager's Guide to Codebase Visibility
Most engineering managers operate in a state of perpetual information asymmetry. While you have high-resolution data on sprint velocity, ticket throughput, a...
How to Index a Monorepo: Docs, Graphs, and Ownership at Scale
The monorepo is often the final evolution of a scaling engineering organization. By centralizing codebases, teams solve the 'dependency hell' of micro-repos,...
Open Source Alternative to Enterprise Code Intelligence Tools
Every developer has experienced the 'onboarding wall.' You join a new team, clone a massive mono-repo, and are immediately met with 500,000 lines of code, ze...
What Happens When You Run repowise init on React (847 Files)
Cloning a repository like React is a rite of passage for many engineers. It is the gold standard of modern UI library architecture, but it is also a formidab...