CODALIO STUDIO · LAUNCHING SOON

One software factory. Idea to production.

Codalio Studio runs the entire software lifecycle in one app — prompt, PRD, build, review, QA, ship, operate — all kept coherent by a single blueprint. The closed loop, end to end, on your terms and with your own models and agents.

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The software factory

A closed loop, not a pipeline

Every AI coding tool today is a one-way pipeline: prompt in, code out. The moment anything changes, the artifacts drift apart — the PRD says one thing, the UI does another, the code does a third, and nobody knows why anything exists. That drift is why AI-generated apps stall at “impressive demo” and never become products.

Change the PRD

The UI, code, and navigation update to match. The plan stays the plan.

Change the code

It reconciles back to the PRD, so the spec never quietly goes stale.

Nothing drifts

Every artifact points at one source of truth, so the whole product stays coherent.

“A tightly integrated closed loop that keeps your entire product — PRD, UI, code, deployment — in coherence.”

You'll never be at 100%. We said it first.

Codalio Cloud takes non-technical builders from idea to 95–98% production grade. We'll never pretend the last 2% doesn't exist. That last mile belongs to developers — so we built for it.

For founders, that makes Studio an insurance policy: your project will never dead-end at 95%. When you need the last mile, there's a first-class place for your developers to take over — with all the context intact, because it's the same loop.

STEP 01 — PROMPT

Describe it once.

One form is the whole input: the idea in plain language, the platforms you want (web, mobile, desktop — or all three), your backend stack, and the modules your product needs.

Multi-tenancy, roles & permissions, payments, public API — these ship as pre-built framework modules, so the AI never burns tokens writing boilerplate. Skip one now, add it later.

Rails · Laravel · Nest.jsWeb · Mobile · DesktopZero boilerplate
STEP 02 — THE BLUEPRINT

Every document, generated & in sync.

Minutes later you have a living document suite — not one giant PRD, but typed documents that know about each other: product requirements, user personas, user stories, acceptance criteria, architecture overview, ERD, UML diagrams.

Codalio AI sits beside every document — it reads them, edits them with you, and keeps them coherent when anything changes.

PRDPersonasUser storiesAcceptance criteriaERD + UML
STEP 02b — DOCUMENT LIBRARY

Need another doc? One click.

Competitive analysis, product brief, user journey map, roadmap, PR/FAQ, success metrics — pick a type from the library and the AI writes it from your PRD, so it's born consistent with everything else.

Release notes even draft themselves after each deploy.

STEP 03 — YOUR BLUEPRINT, YOUR RULES

View. Edit. Version. Share.

Read in view mode, or flip to edit mode and change anything by hand. Prefer to delegate? Highlight a passage and tell the AI what's wrong — it rewrites the document and bumps the version.

Every change is versioned (v1.0 → v1.1 → v1.2), and every document can be shared with your team or client to review before a line of code exists.

Version historyClient reviewHighlight → AI edit
STEP 04 — PLAN

The agent plans from your PRD.

In plan mode the agent only talks: it reads the PRD, the acceptance criteria and the data model, then lays out the tasks it intends to build — scoped, ordered, each tied to specific criteria.

Nothing starts until you approve. That's the difference between an agent with a blueprint and a prompt box with a prayer.

STEP 05 — BUILD

Watch it come alive while it's built.

The build workspace gives you four views: the agent chat, a live preview of your actual app booted in the workspace, a real terminal, and a Postman-style API sandbox that fires live requests at your endpoints.

On the right, the acceptance criteria from your PRD get checked off by the agent as it delivers — progress you can trust, because it's measured against the spec.

Live previewTerminalAPI sandboxCriteria auto-check
STEP 06 — REVIEW

Agents deliver. Humans approve.

Tasks flow across a kanban the agents move themselves: To Do → Doing → In Review. When a task lands in review, you get a side-by-side diff — old code left, the agent's changes right — and you approve it like a pull request.

You're the tech lead. The agents are the team.

STEP 07 — QA

A reviewer agent for every task.

Before anything reaches staging, a dedicated QA agent is generated per task: code review against your conventions, acceptance criteria re-verified against the PRD, security scoping, performance budgets.

Writer agents build, reviewer agents audit — a human signs off last, with all the evidence in front of them.

STEP 08 — THE CLOSED LOOP

Change the code — the blueprint updates.

This is the part nobody else does. When your developer edits the code directly, Codalio reconciles the change back into the documents: the acceptance criteria, the architecture, the data model.

Edit the PRD and the code follows. Edit the code and the docs update. One source of truth, kept coherent in both directions — nothing drifts.

PRD ⇄ CodeBi-directional syncNo drift
STEP 09 — SHIP

GitHub → staging → production.

Approved work is pushed to your own GitHub repo — your code, owned outright, no lock-in. Deploy to staging with one click, and when you're ready, promote to production the same way.

The deploy history names its author: some entries say “Deployed by Codalio AI.” Release notes draft themselves from the shipped tasks.

STEP 10 — OPERATE

Every service, one dashboard.

API, web app, mobile builds on the App Store and TestFlight, desktop releases — every service and environment on one screen: health, scheduled jobs, background workers, deploy history.

An infrastructure copilot answers the questions that used to mean twenty browser tabs: why did the staging deploy fail, what's the health of production, how do I add a domain.

STEP 11 — YOUR DATA

Production DB. No tunnels, no pgAdmin.

Browse your live tables, run SQL, and drag an interactive ERD to trace every relationship — directly inside the app, for production, staging or local.

It opens read-only by default so nobody breaks prod by accident, and a full audit log records every query and who ran it — human or AI.

STEP 12 — YOUR FACTORY, YOUR RULES

Pick the AI that runs it.

Codalio AI is the managed engine and ships first. On the roadmap: bring your own API key — Claude, OpenAI, Gemini, Grok, DeepSeek, Mistral, Ollama — or go fully local with a coding CLI already on your machine. Studio detects what's installed and lets you choose.

Custom prompts teach the agents your team's playbook: general, coding, QA, review, guardrails. The loop stays intact whichever engine you choose.

Codalio AI — ships firstYour API key — roadmapLocal AI — roadmap
Codalio Studio — New Product
PRODUCT NAME
Atlas CRM
THE IDEA
A CRM for B2B sales teams under 50 seats — pipeline, contacts, forecasting. Reps log a deal in under 30 seconds.
PLATFORM
Web Mobile Desktop
BACKEND STACK
Rails Laravel Nest.js
BUILT-IN MODULES
Multi-tenancy Roles Payments Public API
Create product →
Why modules?
Auth, billing, uploads, email — pre-built in the framework. The AI never writes boilerplate, and you can add a module later at any time.
PRODUCT
Product Requirements
User Personas
User Stories
Acceptance Criteria
TECHNICAL
Architecture Overview
ERD — Data Model
UML — Sequence · Use Case
BUSINESS
Pricing Strategy
Go-to-Market Plan
Atlas CRM — Product Requirements v1.0
Status: Approved · Owner: Mara Quinn · Last review: Jun 2, 2026
1. Problem
B2B sales teams under 50 seats are stuck between spreadsheets that don't scale and enterprise CRMs they never configure. Reps spend 5.2 h/week on manual data entry (2026 onboarding survey, n=84) and managers have no reliable forecast.
2. Goals
  • A rep can log a deal, a contact, and a next step in under 30 seconds.
  • Managers see pipeline value by stage, updated in real time.
  • Zero-training onboarding: a new rep is productive on day one.
3. Users
Rep Rachel — move deals forward, never drop a follow-up · Manager Marco — trust the forecast in Monday's meeting · Founder Fatima — know which segments actually convert.
✦ Codalio AI
Reads and edits every document with you.
Summarize this document
Suggest missing acceptance criteria
Draft user stories from this doc
Document library
Every document Codalio can craft and keep in sync for this product.
Product Brief
A one-pager before a full PRD
Competitive Analysis
Where you win vs the alternatives
User Journey Map
End-to-end experience, step by step
Product Roadmap
What ships when, and why
PR / FAQ
Work backwards from launch
Success Metrics
How you'll know it worked
Release Notes
Auto-drafted after each deploy
Custom…
Describe any doc you need
+ Create document
✓ Competitive Analysis generated from your PRD
PRODUCT
Product Requirements
User Personas
Acceptance Criteria
ViewEditv1.2 ▾
Product Requirements v1.2
1. PROBLEM — EDIT MODE
Small businesses struggle to keep track of their sales and customers.
B2B sales teams under 50 seats are stuck between spreadsheets that don't scale and enterprise CRMs they never configure. Reps spend 5.2 h/week on manual data entry and managers have no reliable forecast.
2. GOALS
A rep can log a deal, a contact, and a next step in under 30 seconds. Managers see pipeline value by stage, updated in real time.
✦ Codalio AI
“Focus the problem statement on B2B sales teams under 50 seats — and make it measurable.”
Rewritten → v1.2. User stories & acceptance criteria updated to match the sharper ICP.
VERSION HISTORY
Focused ICP rewritev1.2
AI: measurable goalsv1.1
Generated from promptv1.0
✓ Shared with your team — clients can review & comment
Implement the MVP scope from PRD v1.2
PLAN MODE — TALKS FIRST, BUILDS NOTHINGRead PRD v1.2, Acceptance Criteria and the ERD. Planned 14 tasks across api & web, ordered by dependency. Nothing starts until you approve.
AGENT TEAMWriter agents build. Reviewer agents audit every task against the acceptance criteria before you ever see it.
PlanBuildmodel: codalio-ai
PLANNED TASKS → BACKLOG
Deal pipeline boardapi · 3 acceptance criteria
Global search <200 msapi · 2 acceptance criteria
Activity timelineweb · 3 acceptance criteria
Role-based forecastweb · 2 acceptance criteria
ChatPreviewTerminalAPI Sandbox
◀ ▶ ⟳localhost:3000 — your app, booted live in the workspace
Atlas CRM PipelineContactsForecast
Acme Corp — Renewal$42,000 · NEGOTIATION
Borealis — New logo$18,500 · DISCOVERY
Cobalt Labs — Expansion$27,300 · PROPOSAL
Delta Freight — Pilot$9,800 · WON
✓ compiled · 0 errors · watching for changes
GET/api/deals?stage=won200 OK · 41 ms
Acceptance criteria64%
Deal links company + primary contact
Global search <200 ms across deals, contacts, companies
Overdue tasks flagged in red in Today view
Forecast restricted to manager role
✦ The agent ticks these off as it delivers
TO DO
Role-based forecast
web · 2 criteria
Overdue flags
web · 1 criterion
DOING
Activity timeline
AGENT · writing…
IN REVIEW
Global search API
awaiting your approval
READY · STAGING
PRODUCTION
Global search API — the agent's changes, side by side Approve ✓
def search(q)
- Deal.where("name LIKE ?", q)
- # slow, deals only
end
def search(q)
+ SearchIndex.query(q,
+ scope: [:deals, :contacts,
+ :companies]) # <200ms
end
QA — Global search API
A reviewer agent is generated per task · runs before anything reaches staging
Code review — conventions & architecture respected
Acceptance criteria re-verified against PRD v1.2
Security — auth scoping verified on all 3 models
Performance — p95 query < 200 ms under seed load
✓ QA agent verdict
12 checks passed
0 criteria drifted from the spec
 Moved to  Ready for Staging
⌥ Code — search_controller.rb edited by your developer
def search_limits rate_limit = 60 # per min rate_limit = 120 # per min scope [:deals, :contacts, :companies] end
📄 Acceptance Criteria SYNCED FROM CODE · v1.3
Search — non-functional criteria
Global search returns results in < 200 ms
API rate limit: 120 requests / minute ● just updated
Search is scoped to the user's organization
GH4c8f2e1Pushed to github.com/acme/atlas-crm — your repo, your code, you own it
Deployed to staging — api-staging.atlascrm.ioby Codalio AI
Deployed to production — app.atlascrm.io1-click · human approved
📝Release notes — auto-drafted from the shipped tasks
staging
api-staging.atlascrm.io
production
app.atlascrm.io
Health · jobs · logs · history
▣ atlas-api RAILS 8 · RHINO
production · staging
6 jobs scheduled · workers healthy
▢ atlas-web REACT
app.atlascrm.io
CDN warm · 0 errors (24 h)
▤ atlas-mobile EXPO
App Store v3.4.1 · TestFlight
Play Store: internal track
▥ atlas-desktop ELECTRON
GitHub Releases v1.2.0
Auto-update: stable channel
LATEST DEPLOYMENTS
4c8f2e1 Today view · Codalio AI · ✓
a3d9e72 Notes @mentions · Codalio AI · ✓
✦ Infrastructure copilot
Deploy failures, server health, domains, scaling — ask anything about what's running.
Why did the staging deploy fail?
Migration 20260718 timed out — a lock on deals. Re-ran it batched. Staging is green ✓
deals — production 1,284 rows
Acme Corp — Renewal$42,000won
Borealis — New logo$18,500discovery
Cobalt — Expansion$27,300proposal
Delta Freight — Pilot$9,800won
SELECT title, amount FROM deals WHERE stage='won';
✓ 2 rows · 38 ms
users
idPK
org_idFK
deals
idPK
company_idFK
tasks
idPK
deal_idFK
Interactive ERD — drag tables, trace relationships
AUDIT LOG — EVERY ACTION
Mara exported deals → ExcelSELECT * FROM deals WHERE…
Codalio AI ran migration 20260722ALTER TABLE tasks ADD due_at…
Owen queried overdue invoicesSELECT * FROM invoices…
🔒 Read-only — flip to write when you mean it
AI engine
Codalio AI
Managed — Codalio's endpoint, billed to your plan. No setup. Ships first.
Your API key ROADMAP
Claude · OpenAI · Gemini · Grok · DeepSeek · Mistral · Ollama — your key, your model.
Local AI ROADMAP
A coding CLI on your machine — runs offline. Your code never leaves your laptop.
Custom prompts — General · Coding · QA · Review · Guardrails
Teach Codalio how your team works. Every agent follows one playbook.
DETECTED ON YOUR MACHINE
Claude Code
Cursor
opencode

Questions about Studio

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The Codalio app is live today — describe what you want to build and get a PRD, a prototype, and code you own. Free to start.