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Startup acceleration
SaaS MVP development:
one engineer, a fleet of agents, live in 30 days
One senior engineer directs a fleet of AI agents through architecture, build, integrations, and QA, so you get a small dev team's output on a fixed 30-day sprint. No theoretical roadmap, a real product your first users can log into.
Teams we ship for
The new AI software engineering
Coding changed. Building an MVP alone did not.
One senior engineer directs the build, Claude Code and a fleet of AI agents write and test the scaffolding, MCP plugs into your stack. The engineer ships architecture decisions and reviews every line, the agents handle the volume.
- 01Claude Codethe brain · subagents · MCP
- 02Anthropicmanaged agents · runtime
- 03CursorIDE pair-programming
- 04n8ncron · webhooks · glue
- 05E2Bsandboxed compute
Speed to market is the whole strategy
Every week spent polishing a product behind closed doors is a week competitors spend talking to your target users instead of you.
We build to one metric: time to a real user testing a real product. One senior engineer scopes the smallest version that answers your core question, then runs a fleet of AI agents through the build so the timeline holds. You get something people can log into, pay for, and complain about, not a deck.
Why the slow build kills early-stage ideas
Wanting a flawless product before launch is the most common founder mistake we see. It drains your runway and delays the one thing that actually de-risks the business: real user feedback.
The cost of an open-ended dev cycle
A team building features nobody has asked for yet is burning runway on guesses. Every month spent coding without a user in the loop is a month you can't get back before the next raise.
Losing the first-mover advantage
While you perfect a dashboard for six months, a leaner competitor ships a basic version, gets in front of your users first, and starts building the brand loyalty you wanted. Speed is the actual moat at this stage.
Built lean, built for the next stage
We do not build bloated software. Every MVP is scoped to validate your hypothesis and get to your first revenue, nothing more.
One must-have feature, cut ruthlessly
We work with you to name the single feature that solves your user's real problem, then cut everything else from the 30-day scope. The agents build against that scope, the engineer keeps it from creeping.
Built to get real usage fast
The goal is your product in front of customers, not a longer feature list. Real usage gives us the data to iterate the architecture around actual demand instead of internal guesses.
One engineer, a fleet of agents, no dev committee
Modern low-code platforms are not drag-and-drop toy builders. We use them to skip thousands of hours of repetitive backend work, so a secure product ships in weeks instead of getting stuck in a hiring queue.
Where the fleet does the work
- Rapid prototyping: agents build your data models and interfaces visually, cutting front-end build time significantly against a from-scratch build.
- Native integrations: your MVP connects to Stripe, SendGrid, Twilio, and your CRM without custom middleware.
- Security handled by the platform: SSL, database encryption, and authentication are managed by the underlying infrastructure, not bolted on after launch.
Architecture built past day 30
Speed does not mean sacrificing what comes next. The engineer designs the database and logic to hold your first wave of users without a rebuild, the agents just get it there faster.
The 30-day build, week by week
A fast launch still needs a plan. Here is the exact roadmap our engineer and the agent fleet run to take your idea from concept to a live product in 30 days.
Days 1-5
Architecture and Core Scoping
Deliverable:
Finalized feature set and database schema
Days 6-20
The Build Sprint
Deliverable:
Functional prototype with core logic wired
Days 21-25
API Integration and Security
Deliverable:
Payment gateways and third-party tools connected
Days 26-30
QA Testing and Go-Live
Deliverable:
Public launch ready for your first users
Real projects, real outcomes
Software that people actually log into, not a demo. Here is a sample of what has shipped under this same one-engineer, fleet-of-agents approach.
Don't take it from us
Hear it from the founders we shipped for.
Real founders. Real cameras. No scripts. Different scales, same agent stack.
Elie Salame
COO · Adstronaut.io
Elie Salame
COO · Adstronaut.io
MVP Roadmap Call
Stop planning. Start building.
Book a free 30-min call. One senior engineer will scope the smallest product worth shipping, the right stack, and the fastest route to a real launch.
Book a 30min Free Strategy Call
In this call, we'll walk through your project scope, timeline, and goals - so we can both check if we're a fit. No obligation, no slide deck, just a working session.
Don't want a call? Email walid@ayautomate.com
Opportunity Map
Implementation Path
Fast Follow-Up
“The team is super fast - sometimes we had to slow them down. We managed to scale the company without investing into hiring.”
Elie Salame
COO, Adstronaut.io
Video Call
Phone Call
In-Person
We've created products featured in
Walid Boulanouar
View LinkedIn30-day roadmap call
Share your product context, then schedule the call directly on this page.
30min
CalGoogle Meet
Usually responds in 1 hour
No commitment required
FAQ
SaaS MVP development questions
Can you really launch an MVP in 30 days?+
Yes, when the scope is disciplined. We build the smallest product that can validate the business, not a full product roadmap, and one senior engineer directs a fleet of AI agents through the build instead of waiting on a committee.
Do you use low-code or custom code?+
Whichever is the fastest reliable path. Some MVPs run on low-code infrastructure, others need custom Next.js, APIs, auth, payments, and AI integrations. The agents handle the scaffolding either way, our engineer decides the architecture.
What do we need before starting?+
A clear target user, the core workflow, and the decision you want the MVP to validate. We help shape the rest on the roadmap call.
Can you support the product after launch?+
Yes. We can continue with engineer placement, maintenance, automation, or a product iteration sprint after the first launch.
Are you a SaaS MVP agency, or do you place individual freelance developers?+
We're an agency team. Architecture, build, API integrations, and QA are covered under one 30-day sprint, run by one senior engineer and a fleet of agents, not split across freelance hires you'd have to coordinate yourself.
Do you offer SaaS MVP consulting without a full build commitment?+
Yes. The roadmap call scopes the smallest viable product and the real cost before you commit to the build sprint, so you can walk away with just the scope if that's all you need.