Early access Powered by Ownership-Driven Development →

Your AI engineering organization.

Give Ritzy a business idea. It shapes the product, builds it, provisions the infrastructure, proves it is production-ready, and keeps owning it after launch.

Think of it as the software development company your business never had to hire.

See how it works ↓ Build. Run. Grow.
ritzy · Agrodesk / Overview
Good morning, Oloyede.
Agrodesk Production · Healthy
Release
v0.8.2
Users
2,481
Infra / mo
$84.21 / $103.40 proj.
Open issues
4 1 critical
Ritzy is currently working on
Improving supplier onboarding
✓ API implementation◔ Browser testing○ Database migration
Attention requiredProduction domain certificate expires in 12 days. Ritzy recommendation: renew automatically.
The core thesis

Building software is not the same
as generating code

AI coding tools compress the engineering step. A real product still needs everything around the code: scope, architecture, hosting, email, monitoring, cost, recovery, and someone who still owns it six months later.

Traditional People coordinate tools.
Founder Product manager Designer Engineers QA DevOps Cloud Operations
AI-assisted People coordinate AI agents.
Founder AI coding agent Code Everything around the code is still yours.
Ritzy People define outcomes. Ritzy coordinates the organization.
Founder Ritzy
ProductEngineeringInfrastructureOperations
A new methodology

Vibe coding writes it. Specs describe it.
Ownership runs it.

Every AI builder runs on a methodology. Ritzy runs on Ownership-Driven Development, a paradigm where the agent takes responsibility for engineering outcomes, not just the instructions it was given.

Vibe coding

“Describe something and AI generates it.”

Optimizes for Speed

Great for experiments and early ideation.

  • No accountability for long-term outcomes
  • Fragile architecture that degrades at scale
  • Operations and maintenance left out

Spec-driven

e.g. Kiro

“Define detailed requirements and AI implements them.”

Optimizes for Predictability

Better coordination through upfront documents.

  • Assumes the problem is fully understood upfront
  • Treats requirements as complete and static
  • Correct on paper, misaligned with reality

Agentic coding

e.g. Devin, Claude Code

“Give an agent a task and let it plan and execute.”

Optimizes for Autonomy

Agents that plan, edit, run and test.

  • Task → Code → Done, then it forgets
  • Restates confidence instead of verifying it
  • Doesn't own cost, uptime or recovery

Ownership-Driven

Ritzy

“Give an agent an outcome and constraints. It takes responsibility for understanding, planning, building, validating, deploying and continuously maintaining the system.”

Optimizes for Ownership
  • Reasons about tradeoffs and pushes back
  • Records why every decision was made
  • Proves readiness with evidence
  • Keeps owning the system after launch

ODD is not about writing code faster. It is about owning the product.

Read the ODD white paper ↗ Motivation, principles, lifecycle and architecture of Ownership-Driven Development.
ODD principles

Five rules a senior engineer already lives by

ODD encodes how accountable engineers actually work directly into the agent's behavior.

  1. 01

    Ownership over obedience

    Ritzy evaluates requests instead of blindly executing them. It challenges assumptions, flags risks and refines the problem before it writes a line.

  2. 02

    Intent over instructions

    You describe the outcome and the constraints. Ritzy works out the implementation strategy instead of waiting for step-by-step prompts.

  3. 03

    Judgment over rules

    Architecture decisions are contextual. Ritzy weighs tradeoffs for your situation rather than applying one-size-fits-all heuristics.

  4. 04

    Systems thinking by default

    Every decision is weighed against architecture, dependencies, data, security, infrastructure, failure, performance, cost and operations.

  5. 05

    Production as the baseline

    The default assumption: this becomes a real product used by real people. No fake integrations, no untracked debt, no unexplained shortcuts.

How it works

From a sentence to a running system

Ritzy doesn't start writing components. It works through the same stages a competent engineering team would, and shows its work at each one.

New project
I want to build a platform connecting African agricultural producers with international buyers.

Before I propose an approach, I want to understand the business. What you tell me here affects the architecture, not just the interface.

Question 2 of 5 · Business model

How does this make money: a subscription, transaction fees, or something else?

Flat monthly subscriptionPercentage fee per transactionFree at first, monetise later
Ownership continuity

A loop, not a waterfall

A conventional agent runs Task → Code → Done. Ritzy treats every project as a long-lived engineering engagement: what it learns in production flows straight back into intent.

  • DiscoveringFraming the problem, assumptions and risks
  • PlanningArchitecture, milestones, cost and timeline
  • BuildingRepository, code, infrastructure
  • ValidatingTests, security, readiness evidence
  • DeployingRelease gate, rollout, rollback plan
  • OperatingUptime, errors, usage and spend
  • ImprovingLearning feeds back into intent
IntentUnderstandDecidePlanBuildTestDeployOperateLearnODDcontinuous ownership
Ownership over obedience

An agent that pushes back

Coding tools execute the request. Ritzy evaluates it: intent, constraints, risk, cost and what the decision does to the project six months from now. You keep the authority. Ritzy brings the judgment.

Every significant choice becomes an Architecture Decision Record, so the reasoning outlives the conversation.

Fieldnote · Database
Build this with MongoDB.

I can use MongoDB, but based on the transactional relationships, reporting requirements and expected workload, PostgreSQL is likely a better fit. Here's the tradeoff.

ADR-023 · PostgreSQL selected as primary database
  • Relational workload, transactional integrity
  • Mature ecosystem, reporting requirements
  • Dockhive managed PostgreSQL available
  • Revisit if workload or storage passes the agreed limits
Your software company, in one agent

You talk to Ritzy.
A whole engineering team answers.

Behind every response, Ritzy reasons through the roles a real software company would staff, and simulates the debate between them before anything gets built.

Ritzy The founder sees one owner. TIWA orchestrates the specialists.
Product Lead “What should we build?”
UX / Design Lead “How should users experience it?”
Architect “What system should we build?”
Software Engineer “How do we implement it?”
QA Engineer “How do we prove it works?”
Security Engineer “How can it fail or be exploited?”
DevOps Engineer “How do we deploy and operate it?”
SRE “How do we keep it reliable?”
FinOps “What will it cost?”
Project Manager “What needs to happen next?”
The ownership ledger

Ownership isn't a slogan.
It's a contract.

Every project carries a machine-readable Ownership Contract and a ledger of exactly what Ritzy owns. Ritzy checks both every time it acts.

Origen · Ownership ledger
Ritzy owns
  • ✓Repository
  • ✓Development environment
  • ✓Staging environment
  • ✓Production deployment
  • ✓Database
  • ✓Domain
  • ✓Email
  • ✓Test suite
  • ✓Infrastructure monitoring
  • ✓Cost monitoring
Human approval required
  • Production database deletion
  • Major architecture changes
  • Budget increases > $100
  • Production secrets
ownership-contract.yaml
Production readiness
Production readiness
0%
FunctionalPassed
SecurityWarning
DatabasePassed
BackupMissing
RecoveryNot tested
Production deployment blockedDatabase recovery has not been configured.
Production as baseline

Evidence, not “it's done”

Ritzy never says your app is finished. It shows a readiness score backed by test evidence, and a release gate that blocks production until the gaps are closed. If you override it, you do so knowingly.

APIBrowserLoadSecurityFailureRecovery

Verified with HiveProbe: API, browser, load, security, failure and recovery testing.

Infrastructure

Provisioned, not just recommended

A generic agent tells you to go and create a cloud account. Ritzy works out what the application needs (hosting, database, domain, SSL, email, monitoring, tests) and provisions it on Dockhive, then shows you the live graph.

Infrastructure graph
fieldnote.appSSL valid · 268d
HiveFlareWAF + DDoS
Dockhive App Hosting2 instances
Frontend
API
PostgreSQLbackup missing
HiveMail1,204 sent · 30d
Dockhive App Hosting Git-connected deploys, previews, SSL and rollbacks.
Dockhive Database Managed PostgreSQL with backups and monitoring.
HiveFlare Domains, DNS, WAF and DDoS protection.
HiveMail Transactional and product email.
HiveProbe Production validation and destructive testing.
Hive Buckets S3-compatible object storage.
Dockhive Compute VM, CPU and GPU capacity as you grow.
Cloud Genesis One infrastructure API underneath it all.

Native infrastructure means a closed loop: Ritzy can create, observe and repair everything it ships.

Finance · Wallet
Wallet balance
$412.50
Burn · 30d
$287.50
Runway
43 days
Budget guardrails
Monthly maximum $250
Project maximum $2,000
Approval threshold > $50
Production changes Require approval
Infrastructure is trending 27% above projectionAPI traffic is higher than expected.
Finance

Every resource has a price. Ritzy watches it.

Fund a project wallet, buy credits, and set the limits Ritzy has to respect. It tracks projected, committed, actual and forecast spend, and warns you before a cost trend becomes a bill.

ProjectedWhat the plan said
CommittedWhat is provisioned
ActualWhat was spent
ForecastWhere it is heading
Control

Autonomy you extend, not surrender

Ritzy recommends, you approve, Ritzy executes, and evidence is produced. Authority expands as trust is earned, never before.

Bounded authority

An explicit ownership contract sets what Ritzy may change, which environments it can touch, and what it can spend on its own.

An evidence chain

Requirement, decision, task, code, test, deployment, evidence. Every change traces back to why it was made and how it was proven.

Structured memory

Decisions, assumptions and knowledge live in the project, not in a giant chat history, so the work outlasts any conversation.

RequirementDecisionTaskCodeTestDeploymentEvidence
Level 0Observe: read-only.
Level 1Recommend: Ritzy can suggest changes.
Level 2Execute safe changes: low-risk actions.
Level 3Production changes: require configured authorization.
Level 4High-risk actions: explicit human approval every time. Deleting a production database, changing secrets, raising the budget.
Chat & commands

The agent, in your corner

Talk to Ritzy like you would a lead engineer. Review plans, answer permission prompts and drive the work with slash commands. Plugins add specialist skills; connectors plug in the tools you already use.

Ritzy agent · Online
/planCreate a detailed plan↵
/deployDeploy to production↵
/reviewRequest a review↵
/planAsk Ritzy…
Plugins
HiveProbeObservability & logs
Security EngineerSecurity & compliance
Release ManagerDeployments & rollbacks
Connectors
GitHubSlackStripeNotionLinear+ More coming soon
Who it's for

The software development company
for founders and businesses

No agency to brief, no freelancers to chase, no cloud bills to decode. You define the outcome. Ritzy owns the engineering journey required to get there.

Primary

Founders & entrepreneurs

You have the idea and limited engineering resources. Ritzy is the team that turns it into a working business.

Primary

Businesses going digital

Need a customer portal, an internal tool or a new product line? Hire Ritzy like you would a software development company.

Technical founders

Keep full authority over the architecture while Ritzy carries delivery, infrastructure and operations.

Small startup teams

Add a whole engineering organization without adding headcount.

Product managers

Go from intent to a tracked plan, a board and shipped releases.

Engineering leads

Delegate with an evidence chain, readiness gates and bounded autonomy.

Positioning

Not another AI developer

Most tools compress the coding step. The product around the code still needs an owner.

ProductCore abstraction
CursorAI coding environment
Claude CodeAI coding agent
KiroAI-assisted, spec-driven development
v0AI application generation
Replit AgentAI app-building platform
DevinAI software engineer
RitzyAI-owned software delivery organization
They optimize software creation. Ritzy optimizes software ownership.

Ritzy doesn't just build what you ask for. It takes responsibility for what your product needs to become real.

Traditional softwarePeople coordinate tools.
AI-assisted softwarePeople coordinate AI agents.
RitzyPeople define outcomes. AI coordinates the engineering organization.
FAQ

Frequently asked questions

Early access

Give Ritzy ownership.

Bring an idea. Leave with a real production system. Join the waitlist for early access to Ritzy.

Example first message

“I want to launch a SaaS platform for independent consultants. I have the product idea but no engineering team. I want to launch within 30 days and can spend up to $2,000.”

I am a…