Friday, February 27, 2026
Building LLM prediction engine + Content Generation. Journey to $1million building with AI
Commits During Stream
codewithtim/llm-prediction-competition(9 commits)
- 6e9c127
add competitor management: dynamic loader, domain types, DB migration, and test pipeline
Tim Knight at 9:46 AM
- 940c964
add iteration loop: feedback prompts, versioned codegen, and CLI iterate script
Tim Knight at 8:21 AM
- e0f1c2e
add LLM competitor generation: runtime engines and codegen framework
Tim Knight at 8:06 AM
- 134b9cb
add pipeline orchestration: scheduler, prediction flow, and settlement loop
Tim Knight at 7:44 AM
- e894804
add settlement service: market resolution via Gamma API, profit calculation, and bet settlement
Tim Knight at 7:28 AM
- b2995ab
add Polymarket betting: authenticated CLOB client, betting service with budget guards and dry-run
Tim Knight at 7:12 AM
- 2e6ea8f
add baseline competitor: heuristic engine with home/form/H2H composite
Tim Knight at 6:37 AM
- 0e2d4b3
add prediction engine framework: runner, validator, and competitor registry
Tim Knight at 6:20 AM
- a5b5607
add market-fixture matching: team name normalization, event parsing, and matching service
Tim Knight at 6:06 AM