Reference architecture, signed off
The architecture is drawn and approved before code lands, not reverse-engineered from the repo six months later.
Architect scalable, resilient systems.
What a CEO/CTO needs to know
Ask what breaks first at ten times today's load, and whether anyone has written the answer down. If the reply is a shrug, you are one traffic spike from an outage.
Load meets the system, the system degrades on a planned path, and the on-call engineer sees a signal, not a surprise.
Design every system to survive its own success. "Scalable" is not a buzzword. It is a concrete answer to three questions: what fails first at 10x load, how does the system degrade gracefully, and what does the on-call engineer see at 3 a.m.
The architecture is drawn and approved before code lands, not reverse-engineered from the repo six months later.
Every box on the diagram has an explicit answer to 'what happens when this dies' and a graceful degradation path the user can live with.
Availability, latency, and recoverability targets are written as numbers and enforced in the pipeline, so a regression fails the build instead of the customer.
Four rungs from absent to production-grade. Level 3 is the target, and the only one that survives a real production incident.
No architecture doc. The design lives in one engineer's head and the demo's happy path.
A diagram exists but is stale, and failure modes are discovered in production.
Architecture is documented and reviewed, but NFRs are aspirational, not enforced.
Signed-off reference architecture, a failure mode per component, NFRs gated in CI.
You do not need to read the code. Ask these questions and demand these artifacts. Vague answers are the finding.
Architectures designed by importing a reference diagram from a blog post. Works for the demo, falls over the first time a user behaves unexpectedly.
We run the K-Framework against your AI build and hand you the gap list, ranked by what it will cost you in production.