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Code Drift Intelligence

Code Drift Intelligence

The measurable discipline for keeping code current in the age of AI. Code Drift Intelligence quantifies how far your live codebase has drifted from the versions, patterns, and architecture it should have — then turns that measurement into prioritized action.

It goes beyond finding one-off bugs. It tells you exactly how far each project has drifted — runtime, framework, dependency, and structural — scores it on a comparable 0–100 scale, shows the blast radius through the code graph, and produces upgrade plans with effort and risk attached, so teams decide from evidence instead of guessing.

Why now

AI ships code faster than teams can keep it current

AI coding assistants and agents write more code, in more repositories, than ever before. The same speed accelerates a harder-to-see form of technical debt: architectural and dependency drift. An assistant that pins an outdated version, copies a deprecated pattern, or adds a package two majors behind moves fast — and leaves the estate further from where it should be.

Drift stays invisible until it becomes a large upgrade program or a production incident. Code Drift Intelligence is the focused response: make drift visible, measurable, and fixable — before the bill comes due. You get one number per project, the impact map behind it, and a clear next sprint.

The approach

Three integrated pillars

Dependency & runtime drift

Track every package, framework, and runtime against current stable releases and end-of-life dates across 14+ ecosystems — Node, .NET, Python, Java, Go, Rust, and more.

Code graph & architectural awareness

See the real impact of an upgrade — call sites, tests, and hub modules — through Vibgrate Graph, so changes land without surprises.

Actionable intelligence & AI hand-off

One DriftScore, prioritized upgrade plans, and version-correct context served to your AI assistant (Claude, Cursor, Copilot) so agents work from your real estate instead of guessing.

In practice

From one scan to a portfolio view

One command scans a repo in about a minute — no source uploaded.
A deterministic DriftScore (0–100), rolled up from project to team to portfolio.
Vibgrate Graph for impact analysis before you upgrade.
Prioritized upgrade plans with effort and risk attached to each item.
Vibgrate MCP and Vibgrate AI Context so your agents don't introduce fresh drift.
Vibgrate Cloud for trends, policy gates in CI, and leadership reporting.
Where it fits

The drift-measurement and upgrade layer of technical debt management

Technical debt management is a broad space. Some tools focus on rule-based code quality, some on deep structural inspection, some on large-scale automated refactoring. Code Drift Intelligence specializes in the part those leave open: measuring drift and orchestrating upgrades — the single objective number, the impact map, and the clear next sprint that let engineering managers and CTOs decide with evidence.

Measure your first repo free

Install Vibgrate CLI and run a scan. You get a DriftScore in about a minute — no account required, no source code uploaded. Connect to Vibgrate Cloud for team reporting and portfolio roll-ups whenever you're ready.

# Run without installing anything
npx @vibgrate/cli scan

# Pin a version or see every command
npx @vibgrate/cli@latest --help

no install·Nothing is installed globally — ideal for CI or a one-off scan.