Architecture & code
Review the structure of your application and the code behind it, including AI-generated solutions. Understand what is maintainable, what is fragile and where complexity is getting in the way.
AI moves fast.Make the right calls.
Senior engineering advice for founders, managers and teams turning AI-assisted code into working products. Get a clearer view of your architecture, risks and next technical decisions.
A second pair of eyes. A clearer way forward.
A working demo leaves plenty of questions unanswered. We look at how your system fits together, where the risks are and which decisions need attention.
Infrastructure & data
Examine cloud infrastructure, database design and operational choices. Weigh cost, reliability and room to grow against what your product actually needs.
Security
Review how your application handles access, sensitive data and system boundaries. Identify weaknesses and decide which security improvements to address first.
Technical direction
Work through technology choices, competing priorities and technical debt. Get advice your team can use to make decisions and explain the tradeoffs.
Close to your team. Grounded in your product.
We bring a senior engineering perspective to the work you are already doing. Advice and coaching focus on your constraints, your team's understanding and the decisions ahead.
Start with the context
Talk through what you are building, who it serves and where you are uncertain. Agree on the questions worth investigating.
Review the foundations
Look at the relevant code, architecture and infrastructure together. Test assumptions and distinguish immediate risks from improvements that can wait.
Decide what comes next
Turn the findings into practical priorities. Work through the reasoning with your team so the next decisions are easier to make.
At the point where a technical decision matters.
For founders shaping a product, managers building internal tools and teams using AI in development.
You have an idea
Explore the technical approach and its tradeoffs before committing time and resources to a build.
You have a prototype
Find out what needs attention before a promising demo becomes a product people depend on.
Your product is growing
Review an expanding codebase, revisit early choices and get perspective on the problems slowing your team down.
What are you building?
Bring the decision you are facing, the concern you cannot quite pin down or the product you want a second opinion on. Let's see where we can help.