Secure AI Agent · Vibe Coding
AI applied to
taking the prototype to production
A specialist configured to review what you built with AI, find what breaks under real use, close the security gaps, and prepare the path to your first paying customer.
Companies that trust UPX
Capabilities
What the Vibe Coding Specialist
can do
Main areas of work for the Vibe Coding AI Agent on your product.
Review of AI-generated code
Reads the code and flags what will not survive real use.
Exposed keys
Finds credentials in the front end and in the repository.
Access permissions
Checks whether one user can read another user's data.
What breaks at scale
Flags the query and the flow that collapse under volume.
Path to production
Lists what is missing in order of risk, not preference.
Minimum observability
Sets up logging and alerts so you know when it goes down.
Skills
Capabilities that compose the specialist
Skills add specific capabilities to the Secure AI Agent according to the processes it needs to execute.
- Secret scanning
- Looks for exposed keys and tokens in the code and history.
- Authorization testing
- Checks whether one user's access leaks into another's.
- Production checklist
- Builds the list of what is missing, ordered by risk.
How it worksFrom a demo that works
From a demo that works
to a system that holds
Connect the repository, define what the agent can do, and find what is missing before your first customer does.
- Connect the repository and the services
- Works with whatever the AI tool generated.Connect the code, the database, and the hosting so the Secure AI Agent has access only to what it needs to review — read access to analyze, write access under approval.
- Ask for the review
- Talk to the agent in natural language.Ask for the security scan, what breaks at scale, or the path to production through the available channels. The agent reads the real code and flags the problem with file and line.
- The agent proposes. You ship.
- From fix to deploy, with control.The agent reviews, fixes, and tests within the defined permissions. Shipping to production, rotating credentials, and changing infrastructure settings stay with you.
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Integrations
Connected to the repository and the product's services
The Vibe Coding Specialist can query your code and run tasks in the services you already use.
Supabase Vercel 
Firebase
Flow
What goes in,
what the agent does, and what comes out
From an AI-generated prototype to a product you can charge for, with the risk visible.
Inputs
- Product codeREPO
- Database schemaSQL
- Error logLOG
Processing
Secure AI Agent
Processing the task
- Read
- Test
- Classifyrunning
- Propose
File and line citedRead-scoped access
Output
Completed
Diagnosis prepared
- Exposed keys and open permissions flagged
- What breaks at scale, with the snippet
- Path to production ordered by risk
Control
You define how far the Agent can act
Different actions can operate with different autonomy levels, and you choose what it touches.
- 1
Query
Reads the code and answers with file and line.
- 2
Prepare
Writes the fix and the test that proves it.
- 3
Request review
Waits for approval before touching production.
- 4
Execute
Performs the action within the defined limits.
Levels are configured per type of action. Shipping to production, rotating credentials, and changing infrastructure settings always stay with a person. The agent also does not sign security reports or replace a penetration test.
Get started
Put a Secure AI Agent to work.
Start on the platform or choose the plan that fits the pace of your operation.
Security and compliance
Security that can be verified.
Certifications and attestations
UPX maintains SOC 2 Type II and ISO 27001, with independent audit over its information security controls.
Privacy and regulation
- LGPD
- Operations follow Brazil's Law 13.709/2018. In AI Agent contracts, UPX acts as data processor; the legal basis remains with your company.
- Zero Data Retention
- A product policy, not a certification: with compatible providers and configurations, processed content is not retained after execution.
- Retention and deletion
- The retention policy is defined by contract. Once the contract ends, data is deleted within the agreed period.
Frequently asked questions
Common questions about the Vibe Coding Specialist
What people who built with AI usually ask before opening the product to the public.
My app works. Why do I need this?
Because working in a demo and holding under real use are different things. What is missing is usually where you cannot see it: a permission letting one user read another's data, a key exposed in the front end, a query that collapses at the first spike. Building fast was the right call; this is the next layer.Does it rewrite everything the AI generated?
No. Full rewrites are usually waste. It reviews what exists, flags what is real risk, and proposes the fix at the right spot, ordered by risk — not by style preference.Does it count as a security report for my client?
No. It finds and fixes known classes of vulnerability, which already prevents most avoidable incidents. A signed report and a penetration test are different work, done by professionals, and UPX has an offensive security team for that.Does it work with whatever tool I used?
Yes. The agent reads the code and the schema, not the tool that generated them. Lovable, Replit, v0, Bolt, Cursor, Claude Code, or a mix — what matters is what landed in the repository.Does it ship the fix to production?
Only if you release that action. By default it hands you the fix and the test to review and ship, because deploys and credential rotations have immediate consequences for whoever is already using it.Is my code used to train models?
No. Content processed by Secure AI Agents is not used to train UPX models or third-party models.How long does it take to go live?
Connecting the repository and getting the first diagnosis is quick. How long it takes to close what it found depends on the size of the debt — and the agent hands you the list ordered so you can decide what ships before launch.
Secure AI Agent
Take a Secure AI Agent from prototype to production
Talk to our specialists and see how to adapt this AI Agent to your processes, systems, and needs.