Idea to Production.

Build your vision end-to-end

Most AI tools generate code that demos well but isn't secure or built to scale. Codalio builds on a real specification and a proven foundation, so what you ship is production-grade from day one — safe to put in front of paying customers and ready for engineers to take further.

Secure by designScales with real usersCode you own

Idea → Spec → Prototype → Code → Deploy → Scale

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Made with ❤️ at

Vibe-coding Fixed!

Serious apps demand agentic engineering

An agentic engineering platform designed for everyone.

AI made generating code easy. The hard part is generating the right product — one that scales and stays coherent as you add new functionality. Vibe coding stops at a demo. Codalio starts by turning your intent into a Product Requirements Document (PRD) — the what and why — and a technical specification (spec) — the how — then builds against them across the whole software development lifecycle (SDLC). Agents work from shared context, not a prompt loop that forgets what it built yesterday.

Spec before code

Your intent becomes a structured PRD and technical spec, so what ships is shaped like your business — not a lucky guess from a one-line prompt.

One source of truth

Your PRD, technical spec, data model, and architecture stay linked as the product evolves — no drift between what you meant and what got built.

Handoff-ready for 10x engineers

Codalio manages and augments the whole SDLC. Your builders inherit the PRD, technical spec, architecture, and agentic context — so they review, decide, and ship at the scale of a full team, without reverse-engineering a prompt history.

Read: From Vibe Coding to Agentic Engineering

Proof, not promises

They built their solutions using Codalio — here's the proof

Most AI tools give you a demo that still needs a senior team to finish. We measured what you actually get without a CTO, tech lead, or cloud engineers — a complete product vs. a half-built prototype — then recorded the founders who shipped that way.

Same product idea. Four builds. No senior team.

How complete is the app you actually get?

We asked four pipelines to build the same meal-planning product — 25 capabilities, 111 things a customer would expect to work. Codalio ran without a CTO, tech lead, or senior developers. Prompt-only tools did not. April 2026.

How we ran it — and why it scales

100%

Complete product on Codalio

Every feature a paying customer would expect — without a CTO, tech lead, or senior developers

~50%

Prompt-only tools left half unbuilt

Same app idea, no senior team — whole areas never shipped. A written plan plus 10–15 hours of a senior developer raised Claude Code to 89%, still not complete.

$7.96

Cost of a finished product

Complete build at $7.96 vs. $25–$49 for incomplete prompt-only runs that still needed a senior developer

Shipped completeHalf-doneNever built

Codalio

Complete product — no CTO, tech lead, or senior engineers in the loop

100%

111 complete · 0 half-done · 0 never built (of 111 product requirements)

Claude Code + a written plan

Same product brief, plus 10–15 hours of a senior developer steering it

89.2%

92 complete · 14 half-done · 5 never built (of 111 product requirements)

Claude Code

Prompt-only — no written plan (run 1)

49.1%

45 complete · 19 half-done · 47 never built (of 111 product requirements)

Claude Code

Prompt-only — no written plan (run 2)

50.5%

42 complete · 28 half-done · 41 never built (of 111 product requirements)

Pilot · TELUS × L-SPARK Sovereign AI Accelerator

A non-technical operator went further than three days of vibe-coding

Three days of prompt-to-code produced a thin HTML mockup
The same idea, described once, became a complete plan he could actually build from
He pushed further on frontier models — and spent less — because the product was defined first

“Within 10 minutes, I had an all-green ranked PRD… night and day difference between what I was able to mock up. That genuinely probably saved me directly money.”
— Stuart, Director — AI, Dual-Use & Defense, L-SPARK

Customer pilot · Eduai Motors

A hardware founder shipped software without an in-house engineering team

No software team in-house — the product is self-powered rail vehicles plus a network operating system
Customers still planned on whiteboards; they needed something to show, not another slide
Codalio turned that vision into a customer-facing MVP covering the full solution

“The key value was the simplicity in defining your scope… well-worded and visual. What we have for MVP is very rough, but it's something to show our customers — the full system solution they need.”
— Ryan, Eduai Motors (via NORCAT ecosystem)

What founders say

After they've shipped — not before we pitch them

"Codalio's AI platform totally got my vision and helped me build a clear plan for my app. As a non-technical founder, that peace of mind is huge. We built our solution way faster and saved cash and valuable time."

Julien Gagnier

Founder & CEO, Tablise

"We were stuck—unable to hire a team to build the solution we needed for our seed round. Codalio was our lifeline. Their AI platform allowed us to build a robust app quickly, which directly led to us securing our investment."

Peyvand Mellati

CEO at QEA Tech

"Codalio is the accelerator every technical founder needs. It handles the heavy lifting, allowing for a tight feedback loop and rapid progress, while their team provides the expert partnership to bring it all together. A truly invaluable combination."

Jordan Brooks

CEO at GreenPaths

How it works

With Codalio, the MVP is dead!

Here are the 3 steps to building your production quality, scalable app with Codalio…

STEP 1

Capture your vision

Describe what you want to build. Codalio asks the clarifying questions that turn a fuzzy idea into structured requirements.

STEP 2

Lock the blueprint

Get your PRD, technical spec, data model, and architecture in one place — your product’s living source of truth, whether you build solo or with collaborators.

STEP 3

Ship production-ready software

Generate a scalable codebase on Codalio’s open-source Rhino foundation — ready to deploy, own, extend, and enhance. For some apps, when it makes sense, hand it over to engineers with full context intact.

Get started for free

See it work

Two directions. One coherent loop.

Start from an idea or from code that already exists — either way the PRD keeps everything in sync. Watch each direction below.

Start from an idea

Prompt → PRD → UI Prototype → Code → Deploy → Scale

Describe what you want in plain language. Codalio writes the spec, builds a clickable prototype, generates production code on your own GitHub, deploys it, and gives you a foundation built to scale.

Start from code

Code → PRD

Point Codalio at a repository — a vibe-coded MVP, an agency handover, a legacy project — and it reverse-engineers the code into a PRD you control, then rebuilds from the corrected blueprint.

Start your free trial Book a demo

The 10x shift

1x → 10x

We turn builders into 10x engineers.

Without Codalio

Typing, translating, and babysitting prompts — velocity without a durable spec.

With Codalio

10x

Spec-first agentic leverage — you decide; the factory executes against the blueprint.

Judgment over speed

AI has commoditized coding speed. Judgment is what’s scarce — and what Codalio multiplies.

Full-team leverage

You set direction, review, and decide. The factory plans, builds, tests, and ships around you.

One → team of twenty

One person shipping at the scale that used to take a full squad — without losing the quality bar.

Augment, don’t replace

We take the judgment already on your team and give it industrial leverage — not a substitute for it.

Whether you’re a solo founder or a small engineering crew, Codalio multiplies the judgment you already have — not by typing faster, but by keeping the spec, the agents, and the quality bar on rails.

See how enterprises run the same playbook

Why Codalio

Everything you need to build, deploy, and scale

One connected workflow from idea to launch — and a clean path for your team to take it further.

Spec-Driven AI Scoping

The intent layer between business need and code.

Conversational AI guides you to a complete PRD and technical spec in minutes.

Detailed Technical Spec

From user flows and journeys down to user stories and tasks — ready for your Jira or Linear.

Refinements & Versioning

Refine your PRD and spec on the go, with version control synced across both.

Budget & Timeline Estimation

Auto-generate a clear budget and timeline that aligns resources and sets stakeholder expectations.

UI Prototyping

Generate real UI code and previews to surface requirements that text alone can’t capture.

Data Model Creation

Automatically generate a robust, scalable data model for your application.

Production-Ready Code

High-quality, maintainable code built on industry best practices — and yours to own.

Shared Workspace

A single source of truth for everyone working on the application, from owners to engineers.

DevOps & Hosting

One-click deployment (staging and production) and managed hosting so you can focus on your product.

From the blog

Vibe coding, agentic engineering, and spec-first builds

Practical essays on why demos collapse, how specs anchor agents, and what founders should plan before they prompt.

New · Vibe coding

The Token Casino: Why "Fix It Again" Costs More Than You Think

Founders are burning 500K+ tokens on a single bug loop. The problem isn't the model — it's the missing spec. Define once, build once instead of paying to discover your own requirements.

Read the full post

PRD & scope

The AI RFP Writer That Turns Requirements Into PRDs, Scope, and Real Estimates

Proof

Can You Ship a Complete App Without a Senior Engineering Team? We Measured It.

Vibe coding

The $607 Replit Bill Was a Spec Problem, Not a Pricing Problem

Spec-first

Vibe Coding Ships Prototypes. Spec-Driven Ships Products.

Read all posts

One platform for builders — from first idea to engineering takeover

Founders and innovators go from vision to a real product. Product managers, engineering leads, and developers inherit a complete blueprint — so Codalio accelerates delivery without locking you out of the codebase.

From vision to a real, ownable product.

Scope what actually ships

Turn your vision into a clear PRD and a detailed technical spec — without waiting on a full engineering team to get started.

Clarity on cost and timeline

Get instant, interactive estimates instead of agency guesswork, so you know what your build takes before you commit.

Production-grade from version one

Fast, high-quality, well-documented code and a real architecture that scales — software you can grow on, not a throwaway prototype you rebuild later.

Plans that grow with you

Start free, then upgrade as your product and your team grow.

Free Plan

For builders exploring Codalio

$0/month

5 daily credits - Up to 30/month
No credit rollover
Limited editing and scoping
1 active project
Basic market sizing
Basic app UI prototype
PRD PDF export with watermark
Community support only

Get Started

Pro Plan

For individual creators who want more power and polish

$10/month

50 monthly credits - Rollover to the next month
5 bonus daily credits - Up to 50/month
Full estimation, user stories, tasks, and market sizing
Export PRD in multiple formats
Cursor and Windsurf instructions (md files)
Full user interface (UI) prototyping
Deploy on Heroku ($50/mo) - Fixed cost
Up to 2 collaborators
Email support

Choose Pro

Plus Plan

For freelancers and small teams shipping real products

$20/month

All features of the Pro plan
100 monthly credits - Rollover to the next month
5 bonus daily credits - Up to 100/month
Up to 5 active projects
Versioning feature
Up to 2 collaborators
Email and live chat support

Choose Plus

Premium Plan

For growing teams that need more power and collaborators

$100/month

All features of the Plus plan
500 monthly credits - Rollover to the next month
5 bonus daily credits (up to 150/month)
Deploy on Heroku (Included)
Up to 5 collaborators
Priority support

Choose Premium

Larger team or governed delivery?

Need more seats, SSO, or a governed, spec-driven delivery process across a bigger team? Let’s scope the right setup together.

Call for Pricing

Common Questions

Haven't found what you're looking for? Contact us

Have a project in mind?

Let's talk about how Codalio can accelerate your development.

Ready to build your vision end-to-end?

From idea to launch — PRD, spec, code, deploy, and a clean path for your team to take it further.

Start building for free