Posts
Extending the RAG Pipeline in My AI FPL Agent, Part II: Scale
I extended my FPL agent's RAG pipeline with embedding-based shortlisting - so the model sees less noise and makes better picks.
February 22, 2026
Extending the RAG Pipeline in My AI FPL Agent, Part I: Enrichments
I extended my FPL agent's RAG pipeline with injury context and expert insights - so the model gets more detailed insights and can make better picks.
February 15, 2026
How I Use AI to Actually Manage My FPL Team
AI can't pick my FPL team out of the box, so I built a pipeline to make it work. It fetches real data, enforces the rules and manages the team in real-time.
February 8, 2026
Can AI Pick My Fantasy Premier League Team?
I asked AI to build my FPL team - it gave great-looking teams, but they didn't follow any of the rules. Why is that and how can we fix it?
January 25, 2026
FPL Arena 2025/26 Mid-Season Review
We're halfway through the season and my FPL agents are holding their own. All of them are ahead of the average manager. I didn't expect that. Here's how they're doing.
January 4, 2026
An Advanced Method To Reverse-engineer Strava's Privacy Zones: Ringing the Doorbell
The methods so far have been effective at reverse-engineering Strava privacy zones, but I have a better method that uses Strava's metadata, directions and grid search.
December 28, 2025
Privacy Zones Fail Everywhere on Strava, But in Different Ways
How do privacy zones change in different locations? I experimented with different rural locations to find out.
December 21, 2025
Some Thoughts on Vibe Coding: From Bricks to Cities with Bossy Coding
Some thoughts on vibe coding and bossy coding
December 7, 2025
Does a Larger Privacy Zone Protect You on Strava?
Do larger privacy zones actually help protect your privacy? Yes they do, but they still leave an uncomfortably close estimate.
November 30, 2025
Only A Few Activities Can Find Where You Live on Strava
I ran the same reverse-engineering methods with fewer activities - and guess what? Just a few activities are enough.
November 16, 2025
How Private Are Your Activities on Strava? (Hint: Not Very)
I reverse-engineered Strava's privacy zones - showing that for a series of activities even naïve methods get uncomfortably close - within just 30 metres.
November 9, 2025