2 min read
Candle Readiness, Runtime Refactors, and Position Snapshots
Tightening candle readiness and quotas, refactoring dex-trader's runtime core, and preserving deleted position assignments.
FastAPIRefactorLaravelTradingData Modeling
Read more
2 min read
Rebuilding Venue Matching: Dedup, Aliases, and Honest Listings
A 40-commit day reworking venue matching with a canonical ledger, merge-aware aliases, and listing copy that doesn't mislead.
LaravelPHPData ModelingDeduplicationFrontend
Read more
4 min read
Laying the Foundation for a Scalable Venue Directory: Inside the Initial Commit of Venue Scout
How I structured Venue Scout’s initial commit for scalability, from modular city directories to flexible amenity tagging in Next.js.
ReactScalable ArchitectureData ModelingDirectory AppFrontend EngineeringHybrid Architecture
Read more
4 min read
How I Solved Persistent Scoring in My AI Lead Engine with Simple Data Modeling
I fixed flaky AI lead scores by adding durable storage for score analysis—here's how a small schema change made a big impact.
AI engineeringdata modelingfull-stack developmentPostgreSQLlead scoring
Read more