Independent AI product studio

Big ideas.
Real systems.
Built for you.

We turn complex challenges into useful software. AI products, smarter workflows, and digital platforms built around your business.

Let’s build something Explore our work
FROM THE FIRST WHAT IFTO WHAT’S NEXT.
Years building
7+
Systems shipped
50+
Response target
24h
Selected work

Proof, not promises.

Products and systems built around the operational outcome, not a trendy stack or a decorative interface.

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LeafyGreens Commerce
Commerce platform
Featured build01

LeafyGreens Commerce

A modern plant-commerce platform connecting an elegant storefront with inventory, orders, and operational reporting.

Next.jsPostgreSQLPayments
End-to-endexperience
SaaS product
02 / case study

Aurora Social OS

One operating system for planning and publishing content across a growing multi-channel presence.

Capabilities

Built around the bottleneck.

No fixed playbook. We identify the constraint, design the smallest reliable system, and build toward measurable value.

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01

Applied AI systems

Assistants, retrieval, and decision-support tools grounded in your data and wrapped in operational guardrails.

From prototype to dependable workflow

02

Workflow automation

Connect the repetitive handoffs between people, platforms, and data so the operation moves without babysitting.

Less busywork, fewer dropped steps

03

Product engineering

Focused web platforms, internal tools, mobile experiences, and APIs built for clarity, speed, and maintainability.

Software teams can actually own

04

Data & operations

Dashboards and reporting layers that turn fragmented information into one useful source of operational truth.

Signals instead of spreadsheet noise

Menaseh Kassahun, founder of Tagcodi
Menaseh KassahunFounder · engineer · systems builder
The builder behind Tagcodi

Close to the problem. Accountable for the result.

I build software where the details matter: operational AI, automation, APIs, and digital products that must keep working after the demo ends.

Tagcodi combines hands-on engineering with product judgment, creating one clear line from the business constraint to the system that solves it.

7+Years
50+Builds
AddisBased
More about the studio Talk about your project
How the work feels

Clear at every handoff.

Strong delivery is more than clean code. It is shared context, visible progress, and a system that makes sense after launch.

Understand before building

Map the actual workflow, constraints, and success signal before choosing an implementation.

Show working software early

Replace long speculative phases with tangible checkpoints people can test and challenge.

Leave a system you can own

Clear architecture, documentation, and operational visibility are part of the product.

Field notes

Thinking in public.

Browse insights
Notes are being prepared

Practical writing on AI systems and product delivery.

Open the journal
Next build / available

Bring the messy problem.

In one focused conversation, we can identify the constraint, the smallest useful system, and the right next step.

Book a project call Review the work