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HerbDev Application Rescue

AI Application Rescue

I fix AI-generated software that will not compile, deploy, pass review, or work reliably in production.

AI can generate code quickly. Turning that code into a secure, maintainable, production-ready application still requires experienced engineering. HerbDev helps founders and businesses diagnose broken projects, repair critical problems, document the system, and create a realistic path to launch.

Native iOS, Android, Firebase, AWS, Docker, Linux, APIs, databases, deployment, and CI/CD.

Herb Trevathan, AI application rescue consultant

Senior technical ownership

For projects that are broken, abandoned, unstable, undocumented, or stuck before release.

Does This Sound Familiar?

These are rescue problems, not reasons to abandon the project.

The application worked until the latest AI-generated changes.
Xcode or Android Studio is full of errors.
The app runs in a simulator but not on a real device.
App Store or Google Play submission keeps failing.
Firebase authentication, storage, or notifications are broken.
The frontend exists, but the backend is incomplete.
The developer disappeared or stopped responding.
The repository has little or no documentation.
The code works, but nobody understands how.
Every new fix creates two new problems.
The application is almost finished but cannot be launched.
You need an honest assessment before spending more money.

What HerbDev Can Rescue

The whole system matters: code, cloud, build, deployment, stores, and handoff.

HerbDev works across the stack so the diagnosis does not stop at the user interface or the first visible error.

Mobile App Rescue

Native iOS, native Android, Xcode, Swift, SwiftUI, Kotlin, Android Studio, Gradle, device testing, signing, and release preparation.

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AI-Generated Code Review

Review code created with ChatGPT, Codex, Claude, Cursor, Copilot, Aider, or other AI-assisted development tools for architecture, security, duplicated logic, and incomplete features.

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App Store and Play Store Rescue

Certificates, signing, provisioning, privacy declarations, metadata, screenshots, release builds, TestFlight, Play Console, internal testing, and submission troubleshooting.

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Backend and API Rescue

APIs, authentication, databases, storage, server configuration, integration failures, and incomplete backend services.

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Firebase Rescue

Authentication, Firestore, Storage, Cloud Messaging, App Distribution, configuration files, security rules, and platform integration.

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AWS and Linux Rescue

AWS architecture, Linux servers, Docker, deployment, permissions, DNS, SSL, logs, services, networking, and production troubleshooting.

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CI/CD and Deployment Rescue

Broken build pipelines, environment configuration, deployment failures, branch workflows, secrets handling, and release automation.

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Technical Documentation

Architecture diagrams, setup instructions, deployment documentation, environment definitions, README files, change logs, and handoff documentation.

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How the Rescue Process Works

Assessment first. Big commitments later, only if they make sense.

1. Initial Review

You explain the problem and provide appropriate repository access, error messages, screenshots, logs, or a recorded walkthrough.

2. Technical Assessment

I inspect the codebase, build process, architecture, dependencies, deployment setup, and known failures.

3. Rescue Plan

You receive a plain-English explanation of what is broken, what is recoverable, the highest-risk issues, and next steps.

4. Repair and Launch Support

Approved repairs are completed, tested, documented, and prepared for release or handoff.

An assessment does not automatically commit you to a large development project. It is a lower-risk way to understand what you have before spending more money.

Fixed-Scope Entry Services

Start with a defined problem, a defined review, or a defined repair path.

Application Rescue Assessment

Best for clients who do not know exactly what is broken.

  • Repository and architecture review
  • Build and deployment review
  • Identification of major blockers
  • Risk and security observations
  • Plain-English findings
  • Prioritized rescue plan
  • Recommended next step

Build and Deployment Repair

Best for projects that are close to working but cannot compile, run, sign, deploy, or release.

  • Xcode or Gradle issues
  • Dependency failures
  • Environment configuration
  • Signing problems
  • Firebase configuration
  • Docker or Linux deployment
  • CI/CD failures

Production-Readiness Review

Best for applications that appear to work but need a professional review before release.

  • Architecture review
  • Security review
  • Error handling review
  • Logging review
  • Dependency review
  • Data handling review
  • Deployment and app store readiness
  • Documentation gaps

Custom repair work is quoted after the initial assessment when the full scope is unknown.

Why HerbDev

Experienced across the parts that usually break.

HerbDev is led by Herb Trevathan. I work across code, cloud, mobile platforms, deployment, documentation, and the decisions that determine whether a project should be repaired, simplified, rebuilt, or retired.

Seven years of CTO experience
AWS, Linux, CI/CD, mobile, backend, and deployment experience
Native iOS and Android experience
Able to work across the entire system rather than only the user interface
Plain-English communication
Documentation included
Honest assessment when repair is not the best path
Comfortable with AI-generated and traditionally written code

Before You Rebuild It

Find out whether it can be rescued.

A broken application does not always need to be abandoned. I can review what you have, identify the real blockers, and give you a practical path forward.