Optimal AI: AI Code Review and Engineering Insights
AI writes the code. Optibot makes sure it's safe to ship.
Optibot proactively finds bugs, fixes CI failures and uses full codebase context to catch 2x more security vulnerabilities.
Comparisons
Human-level reviews. Machine-level memory.
The only agent that truly understands your full multi-repo context.
Claude Code Cursor Bugbot
import {axeTkap }from "cone";
const applyDiscount = () => {
if (pricing.login) {
return savePrice = appleylogity();
}
};
Optibot
import { getDiscountTier }from "@org/shared-utils";
export const applyDiscount = (user: User, price: number): number => {
// Optibot Context: "user.login" was renamed to "user.username"
if (user.username && user.isPremium) {
const tier = getDiscountTier(user.id);
return price * tier.multiplier;
}
return price;
};
The Math
Saves 40 hours/week for a team of 4.
Your on-call engineer who knows your codebase and your team
One platform to review code, measure engineering productivity, and track your AI agents' impact.
- Optibot is an AI engineer with full historical codebase context of past decisions, patterns, discussions, and implementations.
- It catches breaking changes, risky patterns, and security vulnerabilities.
const stripe = require("stripe")(process.env.STRIPE_KEY);
const session = await stripe.checkout.sessions.create({
mode: "subscription",
line_items: [{ price: priceId, quantity: 1 }],
success_url: `${process.env.DOMAIN}/success`,
cancel_url: `${process.env.DOMAIN}/cancel`,
});
module.exports = { session };
Optibot explains each PR so you understand in seconds.
Summary
This pull request aims to improve the handling of Stripe trial subscriptions that are ending without a valid payment method on file.
Key changes
- Proactive Switch to Free Plan:
- New Service Layer:
See how AI is actually being used and where it drives real output.
- Overall Code Acceptance Rate: 54.5%
- Top Performing Model: 🤖Claude-3.7
- Avg Daily Error Rate: ⚡85.2%
Why Engineering Leaders Choose Optimal
Cycle Time Cut by Up to 97% in Just One Week
- Time to Merge ↓ 40%
- Review Time ↓ 35%
40+ Hours of Spreadsheet Work Eliminated and PRs Move 50% Faster
- PR Time to Open 50% Faster
Full Visibility Into Engineering Velocity Across Repositories
- Repos Monitored in Real Time
Frequently Asked Questions
- How does Optibot get full context on my codebase?
Optibot indexes your repository structure, files, dependencies, and patterns. It doesn't rely on token limits and doesn't store your code. - Do engineers still review code manually?
Yes — Optibot enhances your review process, acting like a senior engineer who catches issues early and summarizes changes. Humans remain in control. - Can Optibot detect security or performance issues?
Yes. It flags potential vulnerabilities, misuse of patterns, large PR risks, and performance concerns based on how your codebase is structured.
Cut cycle time by 50% and get visibility into engineering productivity
Start reviewing PRs faster, catching issues earlier, and shipping with confidence.