Thruline
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What is Codebase Intelligence?
The emerging practice of turning your codebase's unwritten rules into explicit, actionable knowledge.
Why r/programming Banned AI Content
The signal-to-slop ratio tipped on the largest programming subreddit. That same dynamic is playing out in private codebases right now.
Read moreUse Scrubby for More Stable Releases
Cut AI slop, catch convention drift, and make sure the code that ships fits the codebase it's shipping into.
Read moreLowering Token Consumption with Codebase Intelligence
Your AI agent isn't slow because the model is slow. It's slow because it's wasting most of its tokens just trying to figure out where things are.
Read moreScrubby for Open Source Maintainers
Drive-by AI PRs are burning maintainers out. Codebase intelligence is the asymmetric defense.
Read moreCoaching AI agents with your pre-LLM conventions
Why teams are pinning Scrubby's index to a date before they started using AI heavily and what that does to the PRs their agents write.
Read moreScrubby for the C-Suite
Architectural visibility, engineering team insight, and the ROI story your AI investments need.
Read moreScrubby for Engineering Leads
How codebase intelligence helps your team move faster, ship more consistently, and stop spending review cycles on the same structural issues over and over.
Read moreWhat Scrubby Can't Do
An AI agent dropped a production database again this week. Codebase intelligence wouldn't have stopped it, and it's worth being clear about why.
Read moreScrubby for Developers
Why codebase intelligence is the missing piece in your AI-powered workflow, and what changes the day you add it.
Read moreHow Scrubby Works: A Walkthrough
From the moment you connect a repository to the moment your AI agent stops writing code that doesn't fit, here's what's actually happening under the hood.
Read moreMCP Servers for Code Review: A Practical Guide
How Model Context Protocol servers give AI coding assistants the codebase awareness they've been missing.
Read moreAI Code Review Tools Compared: Scrubby vs CodeRabbit vs Codacy
A practical comparison of AI-powered code review tools and what makes each one different.
Read moreHow to Enforce Code Conventions with AI
Linters catch syntax, but Scrubby catches architectural and organizational conventions.
Read moreHow AI Can Speed Up Developer Onboarding
New developers shouldn't need six months to understand your codebase. Here's how AI is changing that.
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