01✎
State your intent
Describe the outcome, constraint, or behavior you care about—in the language you already use.
YOU SAY “Show renewal pricing before checkout.”
A HUMAN CONTROL LAYER FOR AI-BUILT SOFTWARE
AI writes the software.
You stay the author.
You are still responsible for what ships. Noema keeps your intent connected to the implementation, the evidence behind it, and the decisions AI made along the way.
For teams building real software with coding agents.
01 / INTENT
03 / HUMAN JUDGMENT
checkout.noema.md ↗
08
INTENT
Show the renewal price before a customer confirms purchase.
◆ Human-owned source
✳ Current realizationTRACED
Where it livesCheckout summary · pricing flow
↗Evidence attachedTest result · code reference
↗A decision to reviewAgent chose a 24-hour price cache
↗01 THE GAP
The output scales.
Your responsibility doesn't disappear.
Coding agents can make thousands of implementation choices in a day. When a feature breaks, a customer asks why, or a teammate needs to change it, you still have to answer for the software.
AI IMPLEMENTATION↗
HUMAN UNDERSTANDING?
Noema closes the distance between what AI built and what you can stand behind.
02 A BETTER WAY TO REVIEW
Define what matters.
Ask AI to show its work.
You define what must be true. The agent implements it and brings back inspectable evidence. You decide whether the evidence is enough and which choices deserve to become rules.
02↗
Let agents build
Keep the coding agents in your workflow. Give them room to implement, without quietly handing over your product decisions.
AGENT DOES Builds the flow and records choices.
03◎
Review the relationship
See how the intent is realized, what evidence supports it, and where your attention is still needed.
YOU DECIDE Accept, investigate, or set a rule.
✳ Review whether AI did what you asked—not just what it wrote.
03 SEE THE CONNECTION
From “done” to “here's why.”
For every intent you choose to own, Noema helps surface the questions a code diff alone cannot answer.
01 HUMAN INTENT
Make renewal pricing clear before purchase.
A customer must be able to see the renewal price before they confirm a domain purchase.
↗Source of truth
Written and owned by your team, in Markdown.
Written and owned by your team, in Markdown.
02 REALIZATION + EVIDENCE
See how the intent is currently realized.
The checkout summary displays the renewal price before confirmation.
✓Evidence to inspect
Implementation reference · checkout test · current behavior
Implementation reference · checkout test · current behavior
03 HUMAN ATTENTION
Know where AI made a choice for you.
The agent chose to cache the quoted price for 24 hours. Is that an implementation detail—or should it become your product rule?
?Your call
Leave it flexible, investigate, or define a constraint.
Leave it flexible, investigate, or define a constraint.
04 KEEP THE DECISIONS VISIBLE
AI can make implementation choices. You decide which ones define your product.
Know what you decided—and what AI decided for you.
◆ HUMAN INTENT
“Show the renewal price before purchase.”
A product promise you chose to own.↔
✳ AGENT CHOICE
“Cache the quote for 24 hours.”
A choice you can accept, revisit, or turn into a rule.05 BUILT FOR EXISTING SOFTWARE
Start with the part you care about.
Your codebase already exists. Noema does not ask you to describe every file or settle every decision up front. Begin with one critical workflow, one promise to customers, or one area you need to understand better.
↗
Make one part of the system legible. Expand your control as your understanding grows.
06 WHO THIS IS FOR
If you're accountable for the software, this is for you.
Different roles feel the same gap in different moments. Find yours.
01 / PRIMARY FOCUS↗
Senior
Engineer
“The agent wrote it. I'm the one who has to answer for it.”
WHAT YOU WORRY ABOUT
One day you own the system, but can no longer explain why it works the way it does.
HOW NOEMA HELPSFollow an intent to its current realization, inspect the evidence, and see what is still uncertain—without reconstructing the whole story from code.
02 / TEAM◎
Tech Lead
& CTO
“Our decisions are disappearing into agent sessions.”
WHAT YOU WORRY ABOUT
Your team ships faster, while shared understanding and architectural continuity quietly erode.
HOW NOEMA HELPSKeep important intent and implementation choices visible to the team, so knowledge survives the session that produced the code.
03 / PRODUCT✳
Founder
& OPC
“Am I still creating this product—or just consuming what AI chose?”
WHAT YOU WORRY ABOUT
AI makes hundreds of quiet choices that slowly redefine the product you thought you authored.
HOW NOEMA HELPSSeparate your product decisions from agent choices, and take ownership of the ones that matter.
07 MADE TO FIT YOUR WORK
Your intent.
Your tools.
Your call.
Noema gives people a durable place to define and understand software while agents keep doing the implementation work.
Express intent your way.
Use prose, structured notes, DSLs, code, or a mix. The way you think about software shouldn't be dictated by a new notation.
Keep your definition.
Your product intent lives in readable Markdown files in your project. It stays understandable and under your control.
Work with your coding agents.
Keep the agents you already use. Noema adds a layer for human intent, evidence, and judgment around their work.
08 THE POINT OF NOEMA
Build with AI.
Still know what you're building.
Keep the speed. Keep the authorship. Stay able to explain the software you own.
Back to the beginning