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Cmdflow builds AI-native products and developer utilities that help teams create, ship, and scale intelligent software — starting with ClipAI.

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clipai.cmdflow.com / workspace / quick-sort.ts
Original Code
-function quickSort(arr: number[]): number[] {
- if (arr.length <= 1) return arr;
- const pivot = arr[arr.length - 1];
- // O(N^2) worst-case recursive partition
AI Reviewed Code
+function quickSort(arr: number[]): number[] {
+ if (arr.length <= 1) return arr;
+ const pivot = chooseRandomPivot(arr);
+ // Optimized partition to guarantee O(N log N)
AI
Optimized pivot selection to random pivot to prevent worst-case O(N^2) complexity on pre-sorted arrays.
✓ 1.2x performance gain verified

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Ecosystem

Products built on the Cmdflow platform

A growing ecosystem of AI tools designed to work together seamlessly.

ClipAI

Active

AI-powered code review and analysis that integrates with your existing workflow.

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clipai-review.json✓ Approved
{
"critical_issues": 0,
"suggestions": 2,
"coverage": "94.8%"
}

Echo

In Development

Automated documentation generation that keeps your docs in sync with your code.

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Canvas

Researching

Visual workflow builder for designing and deploying AI pipelines without code.

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Relay

Researching

Event-driven automation platform for connecting AI outputs to your toolchain.

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ClipAI is the first product on the Cmdflow platform — AI-powered code review that fits into your existing workflow. No context switching. No learning curve.

database.ts
Resource Leak Detected
Original Implementation
async function getUserData(userId: string) {
- const client = await db.connect();
- const res = await client.query('SELECT *...', [userId]);
- return res.rows[0];
}
ClipAI Recommendation
async function getUserData(userId: string) {
+ const client = await db.connect();
try {
+ const res = await client.query('SELECT...', [userId]);
+ return res.rows[0];
} finally {
+ client.release(); // Safe release
}
}
!
Connection Leak Risk`client` is acquired but never released if query throws. Wrap query execution in a `try...finally` block.

Smart Code Review

AI-powered analysis that catches bugs, suggests improvements, and enforces your team's coding standards automatically.

Workflow Integration

Connects with GitHub, GitLab, Bitbucket, and your CI/CD pipeline. Review happens where you already work.

Custom Rules Engine

Define your team's specific rules and patterns. ClipAI learns your codebase and adapts to your conventions.

Performance Insights

Identify performance bottlenecks before they reach production. Real-time suggestions during review.

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How it works

Three steps to smarter code review. No training required.

Step 01

Connect your tools

Integrate with GitHub, GitLab, Bitbucket, and your existing CI/CD pipeline in minutes. No complex setup required.

Step 02

Configure your AI

Set your team's coding standards, custom rules, and review preferences. ClipAI adapts to your conventions, not the other way around.

Step 03

Ship faster

Review, approve, and merge with confidence. ClipAI catches issues before they reach production so your team moves faster.

Pricing Plans

Flexible plans for teams of all sizes

Start for free, experience the power of ClipAI, and scale as your codebase grows.

Starter

$0

Best for individual creators and small open-source projects.

  • Up to 3 repositories
  • 50 automated AI reviews / mo
  • Standard rules engine
  • Community Discord support
  • Advanced security analytics
  • SLA response guarantees
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$29/ user / month

Best for active product teams and scaling software agencies.

  • Unlimited repositories
  • Unlimited automated AI reviews
  • Custom rules engine (learns code)
  • Priority email & Slack support
  • Advanced security analytics
  • SLA response guarantees

Enterprise

Custom

Best for organizations requiring custom models and custom deployments.

  • Unlimited repositories
  • Unlimited automated AI reviews
  • Custom fine-tuned LLM models
  • Dedicated account support
  • SSO/SAML & advanced audit logs
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Case Studies

Loved by engineering teams

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75%faster PR review cycles
“ClipAI has completely transformed our review cycle. We went from taking 2 days to review complex PRs to merging in under an hour.”
SJ
Sarah JenkinsLead Platform Engineer @ Voxel Studio
20+hours saved weekly per developer
“As a multi-product studio, we needed a platform that scales. Cmdflow's vision of an integrated AI developer toolchain is exactly what we've been waiting for.”
DC
David ChenCTO @ Codex Labs
0syntax regressions in production
“The custom rules engine is exceptionally precise. It adapted to our specific linting, framework guidelines, and architecture rules in just a few reviews.”
ER
Elena RostovaVP of Engineering @ Prism Dev
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