Harden
Your codebase, rebuilt into idiomatic, tested, production-quality software — without you needing to read a line of it.
The autonomy layer for software
You built something real.
Day 2 never ended.
Athema takes the app you vibe‑coded and hardens it into tested, production‑grade software — then operates it: fixing, improving, learning your repo. Every change arrives as a pull request you approve.
GitHub App install · one setup PR · every merge is yours
FIG. 0
The Athema seal, held in suspension by 45,000 particles.
It keeps its shape only while something holds it. So does your app.
Room I — Entropy
It worked on launch day.
Every vibe-coded app is perfect for exactly one day. Then someone asks for a change, and the shape begins to drift.
You fix one thing.
Three things break.
“If something works, NEVER TOUCH IT. Fixing one thing breaks three others.”
“guys, i'm under attack… maxed out usage on api keys, people bypassing the subscription… as you know, I'm not technical so this is taking me longer that usual”
“One day, it just breaks and you don't know why.”
“Burned 50% of my credits just fixing it.”
This is not your failure. It is entropy — the default fate of software nobody can safely touch. It has a counterforce.
Room II — The objection
You asked an AI to fix it.
It made things worse.
“If you don't understand the code, your only recourse is to ask AI to fix it for you — which is like paying off credit card debt with another credit card.”
He's right. More generation on top of broken generation compounds the debt. So Athema doesn't start by generating. It starts by hardening. The mechanism, in full:
-
01
Harden first
Before Athema changes anything, it rebuilds the foundations: tests around what works today, continuous integration, review discipline. The debt becomes payable — in a currency other than more debt.
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02
Regression gates, built for messy repos
A change is blocked if it breaks something that worked. Pre-existing debt is surfaced honestly and set aside — never hidden behind an impossible demand that everything be green on day one.
-
03
Your seal on every change
Nothing merges itself. Every change lands as a pull request you approve, narrated in plain words while it happens — what was tried, what was proven, what it cost.
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04
Autonomy is earned, not claimed
A measured ladder, L0→L5, scored per repo from how often the machine actually needed you. Your app climbs a rung when the number says it can — and you can read the number.
Room III — The counterforce
Entropy is the default.
Athema is the counterforce.
Three moves, in order. Each one lays the ground the next one stands on.
Equip
An agentic operating system installed inside the repo — plans, tests, review loops, typed contracts. The discipline of a senior team, running as machinery.
Operate & adapt
Agents run the upkeep in a hosted cloud, out of your loop. A per-repo Adapt agent learns from every correction you make — so your app needs you a little less each week.
Room IV — The work, exhibited
Watch it work.
In plain words.
These are the product's real surfaces — the run board, the seal, the dashboard — lit as they are.
✓Understand
✓Build
✓Test
✓Proof
✓Your seal
NOW
reading how your checkout is built…
COST SO FAR $0.12
- Read your request and the checkout code around it — chose the smallest change that works.
- Wrote the field and its label. Two files touched; nothing else disturbed.
- Ran 214 checks across 6 browsers and 3 phone sizes. All passing.
- Filmed the new field working in a real browser — end to end, with a live discount code.
- Everything is ready. Waiting for your seal — it will wait as long as it takes.
checks 0 / 214
browsers 6
phone sizes 3
payment code — never touched
- 01Adds a place to enter a code
A new “Discount code” box appears on your checkout page, just above the total.
- 02Applies a valid code automatically
When the code is real, the total drops by the right amount, instantly.
- 03Handles a wrong code kindly
An invalid code gets a friendly message, never an error screen.
214checks passed
6browsers
3screen sizes
12journeys replayed
✓ touches: checkout page only
✓ fully reversible
✗ payment code — never touched
Press your seal to ship it.Reversible for 24 hours. If anything looks wrong, it rolls back on its own.
your sign-off ships it — nothing else doesAsk for changesDeclineSee the code anyway
While working, Athema noticed 2 pre-existing issues — separate from this change, surfaced honestly, never blocking it. Have Athema fix these too →
All quiet. The store is better than you left it.
Athema shipped 3 improvements this week and is midway through one more. Nothing needs you — except one sign-off below.
A discount-code field for your checkout
96% confident it's safe · fully reversible · 214 checks passed
Review & ship →
- Fix the mobile menu not closingBug fix · shipped on its own$0.292h ago
- Patch a security issue in a dependencySecurity · shipped on its own$0.181d ago
- Add an order-confirmation emailFeature · shipped after your sign-off$0.553d ago
- Redesign the product page layoutFeature · stopped partway — waiting on a decision$0.623d ago
Autonomy
Level 2 — trusted with small fixes
Ships bug fixes and tune-ups on its own. Asks first for anything your customers would notice.
In production · 7 days
Checkout errors0.2%
Page speed1.2s
Orders312
Athema reads 240 signals a day and surfaces only what's worth your time.
This month
$12.40 of $50 budget11 changes shipped · well within budget.
Room V — The ladder
“Fully autonomous” is a claim.
The ladder is a measurement.
Every app under Athema's care carries a level, L0→L5 — scored from real runs: how often the machine needed a human. It climbs only when the number moves.
- L0
Fragile prototype
It runs. Nobody can safely change it.
- L1
Hardened
Tests and CI now guard everything that works today.
- L2
Equipped
The in-repo operating system plans, builds, and proves changes.
- L3
Operated
Routine work runs end-to-end in the cloud; you approve the merges.
- L4
Adaptive
The repo's own substrate improves with every correction you make.
- L5
Self-maintaining
Your attention is the exception, not the process.
Your app starts where it starts. The number only moves when the work says so — and it never moves backward silently.
Room VI — The ledger
A rescue is a moment.
This is the engineer
that never leaves.
When a vibe-coded app breaks badly enough, today's market answers with a rescue: $200 an hour, $2,500–$6,000 per engagement, one to four weeks. Then the engineer leaves — and entropy resumes.
Solo
A side project, or your first app.
$50/mo
- The night watch, every night
- Every change sealed by you
- Morning notes & metered costs
Studio
A real, growing product — or a few.
$300/mo
- Everything in Solo
- The full autonomy dial, L0–L5
- Signals from customers & reviews
Scale
A portfolio under one roof.
Let's talk
- Higher autonomy ceilings
- Concierge onboarding
- A human on call
Annual: two months free · change or leave any month · unused budget rolls over once
The reassembly
What fell apart
can hold.
Install the GitHub App. Get one setup PR. Watch the first run narrate itself.