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5 articles
2025
Quant Data Platform Roadmap - V0 to V3
A capability-first roadmap for sequencing reproducibility, governance, and optional low-latency without turning platform work into theatre.
Data platforms · June 2025Alerting the Chain - Rate-limits to PagerDuty
How we turned fragile reserve checks into a severity-based alerting path with Slack for triage and PagerDuty for real incidents.
Data platforms · May 2025On-Chain Rewards Analytics Pipeline
A hybrid analytics pipeline combining live contract reads, market data, and capacity data into one reporting layer.
Data platforms · April 2025Real-Time Market Data Pipeline
A practical streaming pipeline for market data, spread snapshots, and presentation-layer tables that analysts could trust.
Data platforms · January 2025From Dune Dashboard to Data Pipeline
Dune was the fastest proof of concept for on-chain visibility, but the production answer needed our own mixed on-chain and off-chain pipeline.
3 articles
2024
Shipping a Public Data Documentation System
A two-week push that turned scattered notes, diagrams, and economics content into a public docs system the commercial team could actually use.
Data platforms · May 2024Automated Analytics Documentation
Using CI to keep analytics documentation live, versioned, and easy for non-engineers to find without manual rebuilds.
Data platforms · May 2024Scraping the Android Paid Rank Charts
Building a lightweight mobile-intelligence feed for ranking, pricing, and install signals while keeping the data collection process explainable.
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