Engineering leadership and infrastructure
For founders without a technical co-founder, and for teams whose system grew faster than its foundations: architecture you can build on, vendors you can check, infrastructure that doesn't need a babysitter.
When it's time
A Routine Run routine
Five questions to ask before you sign. Write the answers down.
Who owns the code and accounts?
Yours from the first commit, in your name.
A fixed price per milestone?
And what counts as done for each one.
How do you test?
Ask to see a test run, not a slide.
What happens when you leave?
A handover doc a new engineer can start from.
A client I can call
Not a logo. A person with a phone number.
Stack and expertise
Shipped at Structed, Routine Run
Shipped at Routine Run
Shipped at Structed, Routine Run, BigPanda
Shipped at Structed, Routine Run, BigPanda
Packages
What you have, what breaks first, and what to fix in which order. We read the code, the infrastructure and the bills, and talk to whoever built it.
Before you buy a company, sign a large vendor or partner with a startup: what is really behind the product. Code, architecture, security, cost to run, who it depends on, and whether the AI does what the deck says.
An experienced engineer on your side of the table: architecture decisions, which vendor or agency to hire and how to check their work, the roadmap, and the questions to ask before you sign.
When an agency built the base and you need it back in your hands: an audit, a handover, tests where there were none, deploys you control, and a plan to keep or replace each part.
Claude Code, Codex or Copilot working from your repository's own instructions and skills, with AI code review on every pull request and tests that catch what the agent gets wrong. How Structed's engineering shipped 1,400+ tests with one engineer.
Deploys without downtime, monitoring and alerts that reach the right person, backups you have restored at least once, and a cloud bill you can explain line by line.
Proof
Check it yourself
What people who worked with Denys say
Questions
It covers the work: technical decisions, vendor and hiring checks, a roadmap, and someone accountable for the architecture. Without equity or a title. We sell it as a fixed scope three months at a time, so you always know what you're paying for and can stop.
TypeScript and Node, Python, Swift, Postgres, Docker, AWS and Cloudflare, plus AI stacks: LangGraph, LangSmith, OpenRouter, MCP. If yours is something else, the audit says honestly whether we are the right people.
Whether the AI is a real system or a demo: what runs on which model, what it costs per user, how it is evaluated, what happens when the model provider changes, and whether the results in the deck can be reproduced on fresh cases.
Yes, and usually that is the point: your team keeps building, and we make the calls that are expensive to get wrong, review the work, and set up what lets them ship safely.
