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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