🚀 Agentic CRO (Growth-Pilot)

Stop guessing why your customers churn. Let an autonomous multi-agent AI formulate hypotheses, rewrite React/Next.js code via AST, and deploy Bayesian A/B Tests entirely on its own.

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💡 The Problem

For indie makers and B2B SaaS founders, observing sky-high drop-off rates on checkout or onboarding pages is a constant source of frustration. Existing traditional analytics tools (like PostHog) only give you the raw data without telling you what code to actually change. On the other hand, AI code generators (like v0.dev) can pump out UI components rapidly, but lack a data-driven feedback loop.

🛠 The Solution

Growth-Pilot bridges this exact gap. It is a master framework powered by a Fully Autonomous HIVE MIND Multi-Agent System. Just plug it into your codebase, and our AI agents will continuously execute the following 24/7:

1. Listen: Ingest telemetry data (PostHog) to detect critical leakage points in your funnels.
2. Strategy: Derive concrete UX/UI improvement hypotheses using Bayesian statistics and human psychology patterns.
3. Develop: Utilize Abstract Syntax Tree (AST) parsing to safely rewrite your existing React and Tailwind CSS code without breaking the DOM hierarchy.
4. Deploy & Validate: Automatically open Pull Requests (PRs), poll your CI/CD pipeline (Vercel/GitHub Actions), execute Browserless QA, and independently launch a Bayesian A/B Test in production.

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🚀 V1.0 Master Features

Over 18 rigorous engineering phases, Growth-Pilot has evolved from a simple Agent Proof-of-Concept into a robust B2B SaaS Enterprise Architecture:

• 🧬 Non-Destructive AST Injection: Unlike fragile regex replacements, we parse TypeScript ASTs at the compiler level to apply UI variants safely, ensuring zero collateral damage to your existing components.
• 🚦 Zero-Flicker Feature Flags: Deeply integrated with Next.js App Router (SSR) and Edge Middleware to deliver smooth, flicker-free A/B testing routing.
• ⚡ Durable Execution with Temporal: Backed by Temporal.io, our workflow engine guarantees infinite automated optimization loops with robust self-healing mechanisms and protection against server crashes or deadlocks.
• 🛡️ Chaos Engineering & Global Mutex: Armored with 5 layers of safety guardrails, including API rate-limit avoidance, triple-failure abort triggers, and exponential backoff defenses against Simpson's Paradox.
• 🏭 Full Multi-Tenancy Architecture: Production-ready isolation for B2B environments. Features dynamic Task Queue routing injected with TENANT_ID and token metering billing logic to completely wall off "noisy neighbors" and rate-limit abuse.
• 👨‍💻 CTO Command Dashboard (HITL): For teams wary of fully autonomous bots, we provide a Human-In-The-Loop (HITL) system. Receive Slack notifications and require a manual "Approve" button press before any AI-generated code merges into production.

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🧠 System Architecture

graph TD
    subgraph Your Next.js App
        A[Client Telemetry] -->|Drop-off Trigger| B(Event Receiver)
    end

    subgraph Agentic CRO Framework (Growth-Pilot)
        B --> C[Scout Agent: Web Scrapes Competitors]
        C --> D[Strategy Agent: Hypothesis Engine]
        D -->|React/Tailwind AST Patch| E[Dev Agent: Prototyping]
    end

    subgraph GitHub & Validation
        E -->|Writes Code| F(Pull Request Drafted)
        F -.->|CI/CD Polling & Validation| G((Bayesian A/B Test Deployed))
    end

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📐 Bayesian A/B Validation Engine

We do not compromise with frequentist "Peeking Errors" (p-Value fallacy). The internal validation guardrails of Growth-Pilot operate entirely on strict Bayesian Statistics, calculating the exact mathematical probability that the AI-generated 'Variant B' beats the 'Original Control A'.

$$ P(p_B > p_A) = \int_{0}^{1} \int_{0}^{p_B} \frac{x^{\alpha_A-1}(1-x)^{\beta_A-1}}{B(\alpha_A, \beta_A)} \frac{y^{\alpha_B-1}(1-y)^{\beta_B-1}}{B(\alpha_B, \beta_B)} dx dy $$

The optimization loop mathematically halts only when the confidence interval shatters the 95% threshold, or when the Expected Loss converges to zero—minimizing your revenue leakage flawlessly.

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📦 Quick Start (B2B Tenant)

100% compatible with React, Next.js (App/Pages router), and Tailwind CSS.

# Initialize the B2B SaaS Plugin Wizard
npx @agentic-cro/next-sdk init

1. Run the command above in your repository to inject Zero-Config telemetry and SSR wrapper components into your application.
2. Provide your issued TENANT_ID, along with your Anthropic/Gemini API keys, inside your .env file.
3. Sit back and watch the Agentic CRO engine relentlessly optimize your conversion rates overnight!

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About

Built by Yesol Heo as part of Neo Genesis (Q139569680) — a 1-person AI-native operating company running 11 SBUs under one autonomous AI orchestrator.

• 🌐 neogenesis.app — main site (11 live SBUs)
• 🤗 neogenesislab — 9 open datasets (CC-BY-4.0)
• 📚 Wikidata: Q139569680 (organization) · Q139569708 (founder)
• 💼 GitHub: @Yesol-Pilot · Portfolio: heoyesol.kr

💡 Version 1.0 is the culmination of immense insight and feedback from the engineering community. For guidelines on how to contribute or build custom MCP Agent connectors, please refer to CONTRIBUTING.md.