Someone to check
what AI built.
You built an app or an automation with AI and it works on the screen. I check the parts you can’t see: how the code is put together, whether customer data is safe, the security basics, and whether it will hold up as more people use it. Then I tell you in plain words what to fix first.
Fixed price, agreed before any work starts. Tell me what you’ve built and I’ll reply with a quote.
Tell me what you builtAI-built app check
A software engineer’s check of how your AI-built app is put together: the code, where customer data goes, the security basics, and whether it will hold up as more people use it. Each problem reproduced, in fix-first order, in plain words.
PR and change review
A software engineer reads one pull request or change that an AI tool wrote, before it merges: what it changes, what it breaks, and what it means for your data and security. Each finding reproduced, with a suggested fix.
Guided build
Hourly engineering help on an app or automation you built with AI: the next change, the fixes from a review, or the checks that make the next agent run safe to merge.
How I work
- One agreed scope, in writing, before work starts.
- Reproduce first. A finding I cannot reproduce is an opinion, and I label it as one.
- I say what I did not check. A passing screen does not prove the data was saved.
- No credentials in messages. We agree the minimum access needed.
- I use AI tools in my own work where they help, and I check their output the same way I check anything else.
A security-readiness review checks against a named checklist, OWASP ASVS Level 1 and the OWASP Web Security Testing Guide, and lists the items covered and not covered. It is not a penetration test, a security certification or compliance sign-off. Ask for it as a variant of the app check.
Newcastle, the Central Coast and Sydney, and remote everywhere. Local pages: Newcastle, Central Coast, Sydney. If you want to see the work first, the BESF case study shows how I separate building from checking on my own project.
Other ways to work together
Help using AI tools, automation, repairs and coding-agent setup. Each has its own page.
Agentic engineering setup
Repository setup for software teams and agencies using AI coding agents: useful context, executable checks, review and handover.
AI support
Practical help using AI tools for your work. Booked sessions or ongoing support, based in Newcastle and available remotely in Sydney and across Australia.
AI setup & training
Choose and set up an AI tool, work through a real task and learn how to use it. Individual or small-team sessions, scoped before booking.
AI coding tutoring
One-to-one help getting started with Claude Code or another suitable AI coding tool. Learn on your own laptop, with a small task and time to practise. Newcastle based; remote sessions across Australia.
Website & app rescue
Help finishing or repairing an existing website or app, including AI-built projects. Start with one broken form or step and an agreed repair scope.
Automate repetitive admin
Connect the forms, spreadsheets and software your business already uses. Start with one repetitive admin task and an agreed result.
Fix a broken workflow
Repair a broken automation or software integration. Trace the missing message, failed update or duplicate record and check the result.
Build an internal tool
A focused internal tool for a process that has outgrown spreadsheets and email: requests, approvals, job tracking or reporting.