{Tech: Europe} Agentic AI Hack · 19 Sep
Open Door
Open Door flags GP surgery registration pages that ask for unnecessary documents and took first place in the Pydantic side challenge.
Student in Cambridge, UK · AI builder
Hey, I'm Mike.
I work in agentic engineering and AI research on open-source models. Since September 2026, I have built at five hackathons, including a first place in the Pydantic side challenge at the London Agentic AI Hack.
5hackathons since Sept 2026
1stPydantic side challenge
7models screened
Latest
September and October 2026.
GPT-6 Astra Hackathon, London · 6 Oct
Photo-to-Physics
Photo-to-Physics allows a student to photograph a physics problem so the AI can write a live experiment and check the result against a textbook formula.
Cambridge x Arcade AI Hackathon · 3 to 4 Oct
Nyx
Nyx is a physics game for students where a teacher character gives lessons and players run experiments to unlock powers.
Tools
I build my own tools.
Agent system
Horizon
Horizon is an always-on AI assistant on Telegram that plans tasks, uses a council of reviewers, and reports back from its own server.
Study tool
Case Dojo
Case Dojo is a study web app for business thinking that uses flashcards, worked cases, and an optional AI coach.
Personal tracker
Summer Calendar
Summer Calendar tracks a rotating day schedule, weekly checklists, and streaks for a summer 2026 plan.
A bit about me
"The interesting question is never which model is better. It's what you can actually do with it."
I build systems to explore how agents can solve complex tasks and to evaluate the safety of open-source models. My work focuses on agentic engineering and practical applications for education and research. I started A-levels in Computer Science, Physics and Maths in Cambridge on an academic scholarship on 1 September 2026.