Data platforms · Pipelines & observability

Build the path, then watch it.

Data collection, streaming, monitoring and alerting patterns for systems that must keep running.

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5 articles

A capability-first roadmap for sequencing reproducibility, governance, and optional low-latency without turning platform work into theatre.

How we turned fragile reserve checks into a severity-based alerting path with Slack for triage and PagerDuty for real incidents.

A hybrid analytics pipeline combining live contract reads, market data, and capacity data into one reporting layer.

A practical streaming pipeline for market data, spread snapshots, and presentation-layer tables that analysts could trust.

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.

1 article

Building a lightweight mobile-intelligence feed for ranking, pricing, and install signals while keeping the data collection process explainable.

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