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Featured Article

Visualising 70 Years of Formula 1 as a Graph Network

Abstract

A data-driven look at Formula 1 history through drivers, champions, eras, nationalities, and network graphs.

calendar_todayJun 22
schedule20 min read
personAdrian Gabardo
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Learning Series

Structured paths to master complex infrastructure.

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01

The S3 at Scale Runbook: Cardinality & Cost

Thematic deep-dives and structured learning paths on advanced software engineering topics, architected for high-scale performance.

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02

The Graph Series: Data Structures & Design Decisions

Adjacency lists vs. matrices: deciding the storage engine for your relationship data and more.

library_books4 Articles

Recent Publications

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Reducing 1.1 years of compute time — every single day

Cutting Lambda costs by $1M/year without changing infrastructure or traffic

AWSLambdaCost
May 22 • Adrian Gabardo • 13 min read

From 8 Hours to 20 Minutes: Deploying an MVP to Production

Why we spent 8 hours babysitting CloudFormation and how we automated our way out

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Apr 28 • Adrian Gabardo • 10 min read

How a simple S3 design decision turned into a $7M cost

The hidden tax of 1.5 trillion objects and why your lifecycle policies might be a financial time bomb.

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Apr 20 • Adrian Gabardo • 12 min read

Extending the Flight Search Engine: Time, Cost, and Feasibility constraints

Graph series - part 4

GraphSearch EngineAWS
Apr 14 • Adrian Gabardo • 15 min read

The S3 at Scale Runbook

Detecting and fixing cardinality explosions in production buckets

AWSS3Runbook
Mar 31 • Adrian Gabardo • 18 min read

Oncall Nihilism

Why Your Pager is a Design Failure

OncallReliabilitySRE
Mar 24 • Adrian Gabardo • 8 min read

Implementing a flight search engine

Graph traversal with an IDFFS algorithm

GraphAlgorithmsIDFFS
Mar 17 • Adrian Gabardo • 14 min read

Engineering an Aviation Graph: Data Structures and Design Decisions

The Graph Series, part 2

GraphAviationData Structures
Mar 3 • Adrian Gabardo • 16 min read
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