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smart_toy AI Lab · ongoing

AI Applications & Initiatives

Building practical AI systems from 0 to 1. This page features live experiments and structured workflows, spanning autonomous agents and robust frameworks that solve real-world needs and boost productivity.

Live demo · agent loop in design
June 2026

Mobile demo with sample data · opens best on a phone

Scheduling Agent

Sparked by a conversation with a founder I met at a networking event: she wanted a calendar that actively manages her time, smart enough to know that a train ride can fit a low-priority meeting while a flight cannot.

Supabase Postgres + RLS Vercel LLM (BYO-key) Agent Loop Vanilla JS

A proactive scheduling agent that helps you run your day. Every time you open it, it scans your whole calendar and catches the things an ordinary calendar never warns you about, like a deadline with no time blocked for it, three meetings back to back, or an afternoon that is quietly overloaded. For each one it drafts a fix you can accept with a single tap, and every time you accept or pass it learns a little more about how you actually like to work and live.

visibility

Perceive

Six detectors watch for deadline risks, conflicts, follow-ups, and overloaded days.

psychology

Decide

It drafts a fix and proposes it. You stay in control and just confirm or pass.

trending_up

Learn

Every accept or pass tunes your preferences, so it fits your day better over time.

Live & automated
May – June 2026
AI Builders Digest architecture: trigger, data collection, clean and prepare, AI processing, store and render, publish and display

How the pipeline works · tap to enlarge

AI Builders Digest

GitHub Actions Node.js DeepSeek Claude Vercel Telegram Bot

An automated pipeline that quietly turns the daily noise of the AI industry into a curated, bilingual (DE/EN) magazine. Three times a week it pulls the last 24 to 72 hours from 9 AI builders on X, 11 podcasts, and 10 engineering blogs. An LLM then reads through everything and rewrites the highlights into a clean, version-controlled issue that publishes itself, with no servers and nothing to edit by hand.

rss_feed

Sources

9 builders on X, 11 podcasts, 10 blogs → deduped, 24h to 72h window.

neurology

AI processing

DeepSeek, with Claude as fallback → sorts, condenses, rewrites → structured EN/DE JSON.

autorenew

Automation

GitHub Actions, Mon/Wed/Fri → Git stores the issue → Vercel deploys → Telegram Bot pings.

Live & iterating
May 2026

Public demo with sample data · opens best in a new tab

Job Match

Next.js Vercel Convex LLM Python Worker Apify

A personalized job-ranking and application-tracking platform for the Swiss market. It aggregates Swiss job postings, ranks each one against my CV and a structured requirements profile, tracks every application from first sight to final outcome, and records feedback to learn what works.

tune

Rank

Postings → CV and requirements profile → match score and priority.

fact_check

Track

Pipeline stages, status, shortlist, notes, and filters in one place.

insights

Learn

Outcome notes → feedback patterns → a clearer search strategy over time.

science

More explorations coming.

This space is reserved for upcoming AI experiments — agents, evaluation harnesses, retrieval systems, and product prototypes.