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You will get a comprehensive AI Coding Audit with actionable recommendations
Top Rated
Project details
You will get a thorough audit of your AI-generated codebase that identifies hidden bugs, security vulnerabilities, and architectural weaknesses before they reach production.
AI coding tools like Copilot, Claude, and ChatGPT accelerate development but frequently introduce subtle issues: hallucinated APIs that don't exist, insecure patterns, missing error handling, duplicated logic, and poor separation of concerns. These problems compound quickly and become expensive to fix later.
As a senior full-stack developer with 20+ years of experience and deep expertise in AI-assisted development, I review your code the way a seasoned tech lead would. My audit covers:
• Security vulnerabilities (OWASP Top 10, dependency risks, injection flaws)
• Code quality (dead code, duplication, naming, structure)
• AI-specific issues (hallucinated imports, phantom APIs, copy-paste drift)
• Architecture (scalability, maintainability, separation of concerns)
• Performance (N+1 queries, memory leaks, inefficient patterns)
Every finding is prioritized by severity with clear, actionable fix recommendations. No vague suggestions — you get specific code-level guidance you can act on immediately.
AI coding tools like Copilot, Claude, and ChatGPT accelerate development but frequently introduce subtle issues: hallucinated APIs that don't exist, insecure patterns, missing error handling, duplicated logic, and poor separation of concerns. These problems compound quickly and become expensive to fix later.
As a senior full-stack developer with 20+ years of experience and deep expertise in AI-assisted development, I review your code the way a seasoned tech lead would. My audit covers:
• Security vulnerabilities (OWASP Top 10, dependency risks, injection flaws)
• Code quality (dead code, duplication, naming, structure)
• AI-specific issues (hallucinated imports, phantom APIs, copy-paste drift)
• Architecture (scalability, maintainability, separation of concerns)
• Performance (N+1 queries, memory leaks, inefficient patterns)
Every finding is prioritized by severity with clear, actionable fix recommendations. No vague suggestions — you get specific code-level guidance you can act on immediately.
AI Algorithms
Large Language ModelAI Applications
AI-Generated CodeAI Development Language
PythonAI Tools
GitHub CopilotAI Models
ChatGPT, GPT-4What's included
| Service Tiers |
Starter
$500
|
Standard
$1,500
|
Advanced
$3,500
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | - | - |
Batch Normalization | - | - | - |
Database Integration | - | - | - |
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | - |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | - | - |
Model Testing & Optimization | - | ||
Model Tuning | - | - | - |
Natural Language Processing | - | - | - |
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | - | - |
Setup File | - | - | - |
Source Code | - | - |
Frequently asked questions
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HS
Heath S.
Jun 21, 2026
Frontend Developer (Bolt.new / Interactive Simulator / Visual Workflow App)
SC
Sarah C.
Jun 10, 2026
Notion Expert: Set up aesthetically pleasing legal OS and home dashboard
i appreciated the attention to detail and team approach to this project. I would recommend Robert and his team for future Notion projects.
SM
Skye M.
Jun 8, 2026
Rebuild Shopify Pages with Lovable
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Courtney S.
May 12, 2026
Automation Specialist Needed (ServiceTitan + QuickBooks + Zapier/Integrations)
Robert was wonderful to work with from start to finish. Communication was quick and detailed, and he made the project a breeze on my end. Looking forward to working with him again!
SG
Seth G.
Mar 21, 2026
Full‑Stack Developer Needed for HIPAA‑Compliant EHR Build (React/Node/Azure)
About Robert
AI Automation & App Dev Expert | Fractional CTO | Workflow Systems
100%
Job Success
North Palm Beach, United States - 9:51 pm local time
I’m Robert Brooks, founder of MVP.dev and PackFoundry.app. I have 30 years of software architecture, product development, automation, AI implementation, and technical leadership experience across startups, SMBs, and enterprise environments.
Most clients come to me because they need more than a developer. They need someone who can understand the business problem, design the technical path, build or lead the implementation, and help them avoid expensive mistakes.
That may mean building a custom app, installing an AI workflow pack, automating finance or operations, designing a business operating system, rescuing a stalled project, or stepping in as a fractional CTO to guide the whole technology roadmap.
I’m best for clients who need one or more of these outcomes:
1. AI Automation and Workflow Systems
I design and build practical automation across the tools your business already uses, including CRMs, accounting systems, spreadsheets, email, project management tools, internal databases, and APIs.
2. App Builds and Internal Tools
I build workflow apps, SaaS platforms, dashboards, approval systems, customer portals, operator consoles, admin panels, and AI-enabled internal tools around how your business actually runs.
3. AI Workflow Packs and Business Operating Systems
Through MVP.dev and PackFoundry.app, I help companies start with one high-ROI workflow, prove value, and expand into a governed AI operating layer across finance, sales, operations, support, reporting, and delivery.
4. Supervised AI Agents
I build scoped AI agents that operate inside defined business rules, with approval gates, audit logs, dry-run modes, escalation logic, and human oversight where needed.
5. Fractional CTO and Technical Leadership
About 25 percent of my clients use me as a fractional CTO in addition to the implementation work I do for them. I help with technical strategy, architecture, vendor oversight, team direction, product planning, hiring guidance, roadmap decisions, and executive-level technology leadership.
6. Software Rescue and Technical Audits
When projects are stuck, unclear, over budget, or poorly built, I can assess the code, architecture, team process, and delivery path, then create a practical recovery plan.
Common projects include:
* AI workflow automation
* Custom app development
* SaaS and MVP builds
* Internal tools and admin dashboards
* Business operating systems
* Finance ops automation
* QuickBooks, CRM, and reporting workflows
* Executive dashboards and operating views
* AI agents with human approval flows
* API integrations
* Document and email processing
* Fractional CTO advisory
* Technical audits and software rescue
Core tools and platforms include OpenAI, Claude, Codex, Lovable, Bolt, v0, Cursor, Windsurf, Supabase, n8n, Make, Zapier, Airtable, QuickBooks, HubSpot, Salesforce, Google Workspace, Microsoft 365, React, Node.js, Python, FastAPI, PostgreSQL, APIs, RAG, MCP, and vector databases.
What you get working with me:
* Clear technical direction
* Practical AI implementation, not hype
* Senior architecture and product judgment
* App builds tied to real business workflows
* Strong defaults around approvals, auditability, and human oversight
* Fast identification of bottlenecks and bad assumptions
* Fractional CTO guidance when your project needs leadership, not just labor
* A realistic roadmap based on business ROI, budget, and execution risk
Send me a message with one of these three things:
* the app or workflow you want built
* the business process you want automated
* the technical decision, roadmap, or project problem you need help with
I’ll tell you the smartest next step, the likely risks, and whether this should start as a workflow pack, an audit, a prototype, a custom app build, or a fractional CTO engagement.
Steps for completing your project
After purchasing the project, send requirements so Robert can start the project.
Delivery time starts when Robert receives requirements from you.
Robert works on your project following the steps below.
Revisions may occur after the delivery date.
Repository review and environment setup
Clone your repo, review project structure, identify AI-generated files, and set up analysis tooling
Static analysis and security scan
Run automated linting, type checking, dependency audits, and security vulnerability scans