What this site covers

Translating FAA Part 117 and EASA Flight Time Limitations into production systems is both a compliance obligation and an engineering challenge. This resource focuses on the gap between regulatory text and executable validation logic: temporal normalization, rolling cumulative limits, rest-period checks, fatigue scoring, and the secure, auditable architecture that ties them together.

Every topic is written for practitioners who ship code. You will find normalized data schemas, timezone-aware Python, asynchronous ingestion pipelines, and the validation guardrails that keep crew pairings legally defensible and operationally resilient — from upstream flight-log parsing all the way to inspection-ready audit logs.

The material is organized into three pillars. Start with the architecture and regulatory mapping, move into the rule engines that evaluate duty time, and finish with the ingestion layer that feeds them clean, validated operational data.

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Core Architecture & Regulatory Mapping

Translate FAA Part 117 and EASA FTL regulations into version-controlled schemas, duty-time taxonomies, and secure access boundaries.

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Duty Time Validation & Rule Engines

Build deterministic rule engines for flight-time math, rest-period checks, fatigue scoring, and threshold alerting.

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Flight Data Ingestion & System Sync

Ingest and synchronize flight logs, crew rosters, and schedule data with validated, asynchronous Python pipelines.

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