Habitual AI
AI Product Studio

Ideas are cheap.
Shipping is a habit.

Habitual AI builds a portfolio of micro-SaaS in public. AI agents do the heavy lifting, so the studio keeps shipping: ideas researched hard, built small, and put in front of real users.

See what we buildFollow the build
  • 01
    Research
    Ideas stress-tested before a line of code.
  • 02
    Build
    Survivors shipped as small subscription tools.
  • 03
    Operate
    AI agents do the heavy lifting, in public.
The Portfolio

Products, one experiment at a time

Each product is a small, killable bet: validated before it is built, shipped fast, kept only if it earns its place.

The Services

Done for you, while we build

The same engines behind our products, run for you by the studio and its agents. A small menu, honest pricing, and you keep what we build.

  • S1Powered by Answerspot

    AI Visibility Audit

    For dental and local practices

    We check what ChatGPT and Gemini tell patients about your practice, who gets recommended instead, and hand you the exact listings and reviews to fix. One-time report, optional monthly watch.

    from €500
    hello@habitualai.com
  • S2

    Agent Workflow Engineering

    For teams drowning in ops busywork

    We wire one repetitive workflow (outreach, reporting, content ops) into an AI-agent pipeline you own, with logs and approvals built in, then tune it monthly.

    from €1,500 setup
    hello@habitualai.com
  • S3

    Websites for local businesses

    For shops, practices and trades

    One page, done properly: what you make or sell, your hours, the map, a WhatsApp button and real photos, in Romanian and, if you want it, in English. Built to load fast on a phone, with your hours and address written into the page's code so Google and AI assistants can read them. The monthly fee covers hosting and the yearly domain. Changes usually cost €50 to €150, depending on complexity, and the first one, new text or photos for example, is free.

    from €700, then €39 a month
    hello@habitualai.com
    The first screen of the Brutăria Artizanală Plai website on a desktop and on a phone: the bakery's shelves of bread under the headline “Sourdough bread, baked today”.
    Brutăria Artizanală Plai, sourdough bakery, BucharestVisit brutariaplai.ro

    Our first website, made as a gift for a bakery we like.

    The first screen of the Kang'o Radio website on a desktop and on a phone: the station's gold logo and the headline “Kelowa kanyakla” on a night-blue background, with the Listen live button.
    Kang'o Radio, Dholuo community radio, Bondo, KenyaVisit kangoradio.co.ke

    A one-page site for a village radio station: the programme, how to listen, and WhatsApp straight to the studio.

The Studio

A small team, a fleet of agents

Portrait of Cornel Cristian Filip

Cornel Cristian Filip

Founder

Cornel is a systems builder who treats AI agents as core infrastructure, not a novelty. He designs the machine so the machine can do the heavy lifting, then ships in public and lets real usage decide what survives. His founder profile is The Architect: recurring-revenue products, technical leverage, and monitoring over grinding. At Habitual AI he researches ideas hard, builds the survivors small, and keeps the studio shipping as a habit.

  • Systems design
  • AI agents
  • TypeScript
  • Next.js
  • Build in public
  • Micro-SaaS
GitHubXdev.to
Portrait of Adrian Sanchez

Adrian Sanchez

Co-founder

Adrian is an engineer and co-founder who cares about software that holds up under real use. He believes in understanding the problem and the people affected by it before the product, and getting his hands dirty to do it. He works across the stack to turn validated ideas into products people can rely on. He shares Habitual AI's build-in-public approach: ship small, learn fast, and keep what earns its place.

  • Engineering
  • People-Centered Design
  • Full-stack
  • TypeScript
  • Product
X
Portrait of Wolleys Migaya

Wolleys Migaya

Member

Wolleys is a full-stack engineer in Kenya who has shipped the software businesses run on: warehouse and inventory systems, an insurance comparison platform, and a digital trade platform wired into Kenya's customs and single-window systems. He founded JuaBei, a price-comparison service for Kenyan shoppers, and runs it day to day. He designs for the phone first and cares about code that keeps working after launch. At Habitual AI he works the way he runs JuaBei: ship the product, then go and find its users.

  • Full-stack
  • TypeScript
  • React
  • Node.js
  • Systems integration
  • Mobile-first design
GitHubXLinkedIn

Habitual AI is an independent product studio run by a small team of engineers who let the products do the talking. Humans set direction, review everything, and talk to users; AI agents do the heavy lifting in between: research, builds, tests, and day-to-day ops. Nothing ships until a human has verified it end to end.

Every product starts as a cheap, killable experiment: validated with real users before it is built, shipped small, and kept only if it earns its place. Questions, ideas, or a project in mind? The inbox below reaches the team directly.

Write to the studio
What the studio is good at
  • Systems design
  • AI agents
  • Full-stack engineering
  • TypeScript
  • Next.js
  • Product
  • Micro-SaaS
  • Web design
Build In Public

Follow the build

Build logs, idea teardowns, and what actually works when AI agents do the heavy lifting.

The Build Log

Get the build log

One honest email when something ships, breaks, or teaches us something. No spam, no growth-hacking.