VibeIQ is a desktop control plane for Claude Code, Cursor, Codex and the rest of your LLM stack. See the time, money, and risk your AI tools actually move — and tune the ones that do not.
Also on Windows · Linux · Local-first · Your prompts never leave your machine
auth.ts2mopus/review6mopus-4.711mmigrate-prisma22mWorks with everything you already use
By the numbers
Aggregate medians from 214 developers across 12 teams running VibeIQ for at least 30 days. Numbers refresh quarterly; this snapshot is from April 2026.
Where the time goes back
VibeIQ does not replace your editor. It tunes the four loops your team already runs every hour — and reports what it changed.
Code review
Pull-request reviews route to your highest-context model with a curated review skill. Reviewers stop re-prompting and stop re-reading.
Median PR-to-first-review time across 9.4k merged PRs.
Autocomplete
We route inline completions to a fast small model and cache the high-frequency prefixes per repo. The savings show up in the bill, not the latency.
Cost per developer per day, across the 12 beta teams.
Agent tasks
Standard hooks (pre-prompt context, post-edit format, error-recovery loop) lift your agent's first-shot success without you babysitting.
Tasks completed without a human re-prompt or rollback.
Commit guard
Diffs from any agent — Claude, Cursor, Codex, Copilot — pass through one allowlist before they reach origin. Secrets, license drift, and unsafe paths are blocked at the editor.
Secrets shipped per team per week, before vs. after rollout.
Configuration as code
Define your team's routing, hooks, and allowlists once. VibeIQ compiles it down to whatever each editor expects — MCP servers, .cursorrules, agent skills, you name it. Numbers you saw above are the side effect of this config landing on every developer's machine.
import { defineWorkspace } from "vibeiq";
export default defineWorkspace({
name: "acme",
models: {
review: "anthropic/opus-4.7",
autocomplete: "anthropic/haiku-4.5",
agents: "local/qwen3-coder",
},
hooks: {
"pre-commit": ["block-secrets", "lint-diff"],
"post-edit": ["format"],
},
guard: {
blockSecrets: true,
requireSignoff: [".env", "infra/**"],
},
});Field data
Anonymised, opt-in. Your workspace data never leaves your machine.
Each metric is a 30-day median across the 12 beta teams. We instrument timing, cost, and guard events locally on each machine and aggregate them via opt-in workspace sync. No prompt or code content is collected.
No. VibeIQ runs alongside them. It manages the operational layer — skills, hooks, cache, routing — so each editor stays focused on what it is good at.
On your machine. VibeIQ never reads your repos and never sends prompts to our servers. The web app only stores workspace settings (members, billing, allowlists).
Yes — keys live in your OS keychain, not our database. The workspace allowlist controls which providers your team can talk to.
First-class. Ollama and LM Studio are wired in by default. Route any task to a local model via your config.
Sign in with Google, Microsoft, or GitHub to claim a workspace. We'll mail you a build for your platform; the dashboard starts measuring on day one.
We never push code. We never read your repos. We never train on you.