Juha Lilja (juhalilja)

Director of IT Security & Architecture by day. Filmmaker, visual artist, 3D enthusiast and Android hobbyist the rest of the time.

Kouvola, Kymenlaakso, FI
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Väre: culture-aware tags for agents, backed by Qloo — Väre: culture-aware tags for agents, backed by Qloo

A tagging service for AI agents over MCP. The LLM reads the post, Qloo describes the film, show or artist it is about. Every tag tells where it came from.

Vastuu — Vastuu

A tool to detect when a toy/test application sneakingly evolves into a business critical business tool.

Lupa: a payment permissions API for AI agents — Lupa: a payment permissions API for AI agents

A proposed API for the buyer's side of agentic payments: see who can charge you, set limits, give AI agents a bounded budget. The portal and MCP server are example tools built on it.

Puolisko — Puolisko

One half of your face beautiful, the other half monstrous. YouCam Skin AI scores each half. The bigger the gap, the better. A Halloween test of what the skin AI really sees.

Vipunen — Vipunen

A project to build an Apertus-based red-teaming tool, to red-team Apertus in Finnish folklore rhymes.

0-idea — 0-idea

Twenty yes/no questions, no text input, one hackathon project idea out.

ARPI — ARPI

Reads barcodes too damaged to scan. Works out what the code must have been, shows its working, and never guesses: a reconstruction is shown as options for a person to pick.

Virta — Virta

A 60 EUR meter and an old Raspberry Pi 3 watch one number for the whole house. Nemotron on Nebius turns it into what every appliance is doing, and what it costs. Raw power never leaves the building.

Cook from what you have. Waste nothing. — Cook from what you have. Waste nothing.

Spud turns the food you already have into tonight's dinner — ranking recipes by fridge match, flagging what's about to expire, and planning your week so nothing goes to waste.

Palsta: A Slow Garden — Palsta: A Slow Garden

A garden that grows in real time on a server, lives on your home screen, and cannot be hurried, bought past, or used to hurt anybody.

WhyF — WhyF

A company with eleven employees wins a big customer and gets sent a 300-row security questionnaire written in consultant-speak. WHY THE F? explains one row at a time: what is really being asked.

Tonight — Tonight

You know how to cook. You just don't know what. Tonight decides - one dish at a time, learned from what you turn down, and not a calorie count anywhere.