Drift Intelligence
for your software stack
Know exactly where your stack is falling behind. Vibgrate scans your runtimes, frameworks, and every dependency to produce an age breakdown — so you can compare drift across projects at a glance. Get a free report in under 60 seconds.
Drift intelligence — runtime, framework, and dependency age breakdown
Understand your dependency health at a glance
The drift report gives you a single score, then lets you drill into every layer — runtime versions, framework versions, and individual package ages — so nothing hides in the weeds.
Dependency Age & Package Drift
Every dependency is classified as current, one major behind, or two-plus majors behind. The stacked bar chart gives you a fast visual read on how stale each project really is.
- Color-coded age buckets — green, amber, red
- Per-project cards with runtime version and drift delta
- Expand any project to see every package and its version gap
Breaking Change Detection
Cross-references outdated dependencies against known migration guides and changelogs to flag packages that will require code changes when upgraded.
- Exposure score (0–100) quantifies breaking-change risk
- Flags deprecated packages and peer conflicts
- Surfaces duplicated packages that inflate your bundle
Findings & Recommendations
Vibgrate produces actionable findings categorised as risks, warnings, or informational notes. Each finding links to the specific package that triggered it.
- Severity-ranked list so critical items surface first
- Links directly to upgrade guides and changelogs
- Exportable as SARIF for GitHub Code Scanning
Go beyond version numbers
Vibgrate ships with specialized scanners that analyze security posture, code quality, architecture, service dependencies, platform topology, and breaking changes — all from a single CLI command.
One command. Full picture.
Install Vibgrate as a dev dependency, run npx vibgrate scan, and get a complete drift report pushed to your dashboard — locally or in CI.
# Install
npm i -D @vibgrate/cli
# Run a scan
npx vibgrate scan
# Push results to your dashboard
npx vibgrate push --dsn <your-dsn>Ship with confidence.
Know your stack is safe.
Outdated dependencies are the #1 attack vector for supply-chain exploits. Vibgrate surfaces drift, security gaps, and code-quality risks before they become incidents.
Reduce Security Risk
OWASP Top 10 mapping and credential leak detection.
Save Engineering Time
Prioritised upgrade paths with breaking-change warnings.
Improve Code Health
Cyclomatic complexity, dead code, and god-file detection.
No sign-up required. Results in under 60 seconds.
Every role benefits from drift intelligence
Whether you're writing code, leading a team, or setting strategy — Vibgrate gives you the lens that matters to you.
Engineering Managers
Get a single drift score per team so you can allocate upgrade sprints with data, not gut feeling. Track improvement over time and report progress to leadership.
Developers
See exactly which dependencies are behind, how far behind they are, and whether the upgrade introduces breaking changes — before you start the PR.
Security Engineers
Instant visibility into OWASP Top 10 exposure, credential leak risks, and whether security scanners are actually configured in your repos.
CTOs & VPs of Engineering
Compare drift across every project in your portfolio at a glance. Prioritise modernisation investment where the risk-to-effort ratio is highest.
Platform Engineers
Map the full deployment surface — CI pipelines, container runtimes, IaC tools, and cloud targets — to spot configuration drift before it causes incidents.
Tech Leads & Architects
Understand architectural patterns at a glance — layer classification, dependency graphs, and circular references — so you can enforce standards across squads.
From our blog
The 1M‑Token Moment: Gemini 3.1 Pro Preview and Qwen 3.5 Turn Whole-Codebase Migration Into a Single Prompt
This week’s model releases push long-context from “nice to have” into “architecture-grade.” With Gemini 3.1 Pro Preview crossing a 1,048,576-token window—and two Qwen 3.5 variants landing with 1M and 262K contexts—migration teams can realistically ask an LLM to reason over entire services, dependency graphs, and large slices of monorepos in one pass.
GGML + llama.cpp Joining Hugging Face: What It Unlocks for Local AI Code Modernization in Regulated Environments
Hugging Face announced that GGML and llama.cpp are joining the organization to support the long-term progress of Local AI—signaling continued investment in practical, on-device inference rather than only hosted-model workflows. For maintenance and modernization teams working with sensitive code, this strengthens the ecosystem needed to run refactoring, dependency analysis, and documentation assistants inside enterprise boundaries.
Max Privacy Mode: Hardened Drift Scanning for Regulated and Sensitive Environments
For teams operating under strict data governance — financial services, healthcare, government — even writing local scan artifacts may require justification. Vibgrate's --max-privacy flag enables a hardened scanning profile that suppresses local file writes and disables high-context scanners entirely.
Learn from the experts
Curated patterns, blueprints, tutorials, and best practices from the community.