Use Cases
How teams use codebase intelligence for onboarding, audits, and visibility
Case Study: We Build repowise With repowise
repowise is developed against an index of itself: every pull request is gated by the same risk and health checks we ship. The setup, measurements, and limits.
Onboard Engineers Faster on Any Codebase
Onboard engineers faster on any codebase with an auto-generated wiki and 10 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 hourly 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...