01
Decide
People choose what matters next, informed by what is actually happening in your store. Not opinions. Not whoever spoke last in the meeting.
How We Build
The code got cheaper. Judgment did not.
AI made familiar development work faster. Good. We rebuilt our process around that fact and pass the gain forward.
Senior engineers still decide what matters, review what changes, prove that it works, and own the deliverables.
RW-01 / What changed
What actually changed
AI is good at bounded, familiar development work.
Tracing a bug through a stack. Generating test coverage. Porting a theme. Writing a well-understood module. Comparing implementations. Finding the one place a change is likely to break something else.
That does not make proof less important. It makes proof more important. Code is easier to produce, so the job shifts toward deciding what should exist, testing it properly, and knowing when it is ready.
We use the first advantage to give you more of the second.
This also changes the economics of owning your platform. Upgrades, patches, integrations, and QA were historically the tax on open-source commerce. Those are exactly the kinds of structured, testable tasks AI can accelerate.
Owning your stack is no longer automatically the expensive choice.
RW-02 / The process
The loop
02
Build
AI helps us investigate, draft, compare, and move faster. Senior engineers remain accountable for every change that is delivered.
03
Prove
Every change goes through regression, security, and performance checks.
On one client store, that means 124 granular tests distilled into 38 curated cases, running against production behind three independent safety layers.
The suite can test most of the buying journey automatically, catching issues that previously would only have been discovered during manual testing. However, it does not replace the need for a real end-to-end purchase. A real order is always placed as the final validation step before anything is considered complete. Automation reduces risk and surface area; it does not remove the responsibility to confirm the full commercial flow works in reality.
04
Measure
Did the number move? Analytics, search data, performance, and real store behavior close the loop and inform what happens next.
RW-03 / Instrumentation
What sits beneath the work
01 / Internal
ecomUX
Our internal commerce experience and analytics system. Regression coverage, performance budgets, and the store’s real numbers, analyzed and scrutinized in one place.
02 / Open source
OpenSEO
Continuous search and answer-engine visibility. Not a quarterly audit that becomes a PDF nobody opens again. Rocket Web is a contributor to this powerful open source tool. Learn more at openseo.so.
03 / Self-hosted
Plausible
Clean, privacy-respecting measurement without the third-party cookie sprawl. Learn more at plausible.io.
Together, these systems mean a change is never merely delivered. It is tested, watched, and judged by whether it improved something you care about.
RW-04 / Human judgment
What AI did not change
Judgment.
Taste.
Architecture.
Knowing what not to build.
Knowing which requirement will quietly break the project six months from now.
Standing behind the decision when something matters at 2 a.m.
AI can accelerate a strong team. It cannot make a weak team accountable.
Machines run the tests. People make the calls.
GS / Applied AI
Where Guidance Systems fits
Rocket Web applies these methods to commerce platforms. Guidance Systems takes them into the rest of the business.
It is our applied AI practice for operational systems, knowledge, research, decision support, internal tools, and business-specific problems that extend beyond the store.
What we learn there sharpens how we build here.
What this does to our prices
Cheaper routine work is one reason our care plans start at $3,500 a month and why each plan can deliver more than it did a year ago.
The pricing is published. So is the reasoning.
See what we chargeShow us the expensive, slow, or fragile part.
We will tell you what we would fix first, how we would prove it, and what it should cost.