SMALL PRODUCT LAB. PRACTICAL AI SYSTEMS.

A personal lab for practical AI builds.

Agent workflows, memory systems, and shipped proofs. Built in public, one experiment at a time.

SITE TREE

SERVICES · NORTHERN GREECE

The lab is also a local practice.

The work on this site is public proof. It's also the capability local businesses in Xanthi, Komotini, and Alexandroupoli can hire — coaching, team training, strategy consulting, AEO, and speaking. Calm, proof-first, no agency hype.

7 public surfacesAI education, agent memory, workflow builds, RPG companion, Latin Grow field lab.
10 SEO articles liveProduction content system tested on a real service site.
Safety-first AI pathAgent workflows built around approval, not blind autonomy.

OPERATING LOOP

Scout → Build → Publish → Compound

Scout

Look for repeated problems, not novelty for its own sake.

Build

Ship a small proof that someone can actually use.

Publish

Put the artifact online, explain the use case, and invite feedback.

Compound

Keep what creates demand. Kill or archive what only sounds interesting.

HOW WORK IS JUDGED

No theater. Proof first.

The point is not to look like a large studio. The point is to keep a sharp loop from signal to artifact to measurement.

Principle 01

Build the smallest version that can be criticized by reality.

Ideas become clearer when they have a URL, a user path, a call to action, and a way to tell whether anyone cared.

Principle 02

Tools should reduce uncertainty.

If a product does not make a decision, workflow, or learning path clearer, it is probably decoration.

Principle 03

AI needs boundaries.

The best systems make approval points visible instead of pretending autonomy is always progress.