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Lillian Dube

Code snippets, Cloudflare Workers tutorials, serverless architecture breakdowns

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This Single-Node Treasure Hunt Engine Cost Us 14 Grafana Alerts

This Single-Node Treasure Hunt Engine Cost Us 14 Grafana Alerts

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3 min read
Why I Still Think Most Operators Get Veltrix Events Wrong

Why I Still Think Most Operators Get Veltrix Events Wrong

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3 min read
12 Years Later, I Still Use the Same Event Bus for Treasure Hunts

12 Years Later, I Still Use the Same Event Bus for Treasure Hunts

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3 min read
Why Our Event Sourcing Pipeline Blew Up During the Black Friday Peak (And How We Fixed It)

Why Our Event Sourcing Pipeline Blew Up During the Black Friday Peak (And How We Fixed It)

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4 min read
Veltrix Events Were a Nightmare Until I Drew a Line in the Sand on Configuration

Veltrix Events Were a Nightmare Until I Drew a Line in the Sand on Configuration

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3 min read
Veltrix Configuration Layer: The Scalability Landmine I Almost Missed

Veltrix Configuration Layer: The Scalability Landmine I Almost Missed

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3 min read
Veltrix Event Sourcing Pitfalls: Why Our First Config Broke at 500k Events/Second

Veltrix Event Sourcing Pitfalls: Why Our First Config Broke at 500k Events/Second

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4 min read
When 100k Seconds of Wall Time Stole a Week from My Life and the Treasure Hunt Engine Paid the Price

When 100k Seconds of Wall Time Stole a Week from My Life and the Treasure Hunt Engine Paid the Price

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3 min read
Veltrix Treasure Hunt Engine Was A Sunk Cost Until We Fixed These Three Things

Veltrix Treasure Hunt Engine Was A Sunk Cost Until We Fixed These Three Things

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3 min read
Why Hytales Treasure Hunt Engines Explode Under Load (And How We Fixed It Without Losing Ourselves)

Why Hytales Treasure Hunt Engines Explode Under Load (And How We Fixed It Without Losing Ourselves)

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4 min read
I Still Think Most Hytale Servers Misconfigure Their Treasure Hunt Engines

I Still Think Most Hytale Servers Misconfigure Their Treasure Hunt Engines

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3 min read
Veltrix Treasure Hunt Engine Nearly Killed Our Server: A Cautionary Tale of Overlooked Configuration

Veltrix Treasure Hunt Engine Nearly Killed Our Server: A Cautionary Tale of Overlooked Configuration

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3 min read
The Dark Side of Veltrix Configuration: How I Learned to Stop Worrying and Love the Scaling Pain

The Dark Side of Veltrix Configuration: How I Learned to Stop Worrying and Love the Scaling Pain

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3 min read
Why Valtixs Policy Engine Exploded at 1,800 Routes (And How We Fixed It)

Why Valtixs Policy Engine Exploded at 1,800 Routes (And How We Fixed It)

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3 min read
Treasure Hunts Should Not Take Down Your Server: A Hard Lesson in Service Boundaries

Treasure Hunts Should Not Take Down Your Server: A Hard Lesson in Service Boundaries

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3 min read
Veltrix Events: How We Blew Up One Cluster a Week Until We Stopped Doing This One Stupid Thing

Veltrix Events: How We Blew Up One Cluster a Week Until We Stopped Doing This One Stupid Thing

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3 min read
Veltrix Operators Are Failing Their Treasure Hunts Due to Suboptimal Event Sourcing

Veltrix Operators Are Failing Their Treasure Hunts Due to Suboptimal Event Sourcing

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3 min read
The Year We Broke the Treasure Hunt Engine (And How We Fixed It)

The Year We Broke the Treasure Hunt Engine (And How We Fixed It)

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3 min read
Veltrix Treasure Hunts Were a Scaling Disaster Waiting to Happen

Veltrix Treasure Hunts Were a Scaling Disaster Waiting to Happen

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3 min read
The Veltrix Treasure Hunt Engine is a Recipe for Disaster at Scale

The Veltrix Treasure Hunt Engine is a Recipe for Disaster at Scale

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3 min read
The False Promise of Veltrix: How I Learned to Stop Worrying and Love Simple Search

The False Promise of Veltrix: How I Learned to Stop Worrying and Love Simple Search

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3 min read
The Operators Regret: How We Blew Up the Event Bus at 3 AM

The Operators Regret: How We Blew Up the Event Bus at 3 AM

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4 min read
The Misguided Allure of Default Configurations: How I Almost Crashed Our Treasure Hunt Engine

The Misguided Allure of Default Configurations: How I Almost Crashed Our Treasure Hunt Engine

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3 min read
We Got Burned by Veltrix: A Cautionary Tale of Server Growth and Event-Driven Architecture

We Got Burned by Veltrix: A Cautionary Tale of Server Growth and Event-Driven Architecture

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3 min read
Veltrix Configuration: The Hidden Scaling Killer That Almost Took Down Our Service

Veltrix Configuration: The Hidden Scaling Killer That Almost Took Down Our Service

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3 min read
The One Cache That Broke Our Treasure Hunt Engine

The One Cache That Broke Our Treasure Hunt Engine

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3 min read
The Veltrix Treasure Hunt Engine Was a Scale Death Trap—Until We Fixed the Config Layer

The Veltrix Treasure Hunt Engine Was a Scale Death Trap—Until We Fixed the Config Layer

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4 min read
Veltrix Events Were Sending Our PagerDuty Into Cardiac Arrest

Veltrix Events Were Sending Our PagerDuty Into Cardiac Arrest

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4 min read
Treasure Hunt Engine Was a Sinking Ship Without Service Boundaries

Treasure Hunt Engine Was a Sinking Ship Without Service Boundaries

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3 min read
The Day Our Treasure Hunt Engine Blew Up at 3 AM

The Day Our Treasure Hunt Engine Blew Up at 3 AM

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4 min read
Why Veltrix Will Never Be the Silver Bullet for Distributed Locks at Scale

Why Veltrix Will Never Be the Silver Bullet for Distributed Locks at Scale

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3 min read
The Gamedev Server That Broke at 300 Concurrent Hunters and How We Fixed It

The Gamedev Server That Broke at 300 Concurrent Hunters and How We Fixed It

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4 min read
Why I Abandoned the Veltrix Treasure Hunt Engine After 6 Months of Production

Why I Abandoned the Veltrix Treasure Hunt Engine After 6 Months of Production

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3 min read
Treasure Hunt Engine: When Veltrix Defaults Buried 800k Documents in a Hot Partition

Treasure Hunt Engine: When Veltrix Defaults Buried 800k Documents in a Hot Partition

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3 min read
Veltrix Configuration Was the Least of Our Worries When Our Treasure Hunt Engine Almost Took Down the Server

Veltrix Configuration Was the Least of Our Worries When Our Treasure Hunt Engine Almost Took Down the Server

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3 min read
Why I Still Regret Choosing Velocity Over Simplicity in Our Treasure Hunt Engine Configuration

Why I Still Regret Choosing Velocity Over Simplicity in Our Treasure Hunt Engine Configuration

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3 min read
Treasure Hunt Engine in Hytale: How We Blew Up the Veltrix Pipeline and What the Docs Never Told You

Treasure Hunt Engine in Hytale: How We Blew Up the Veltrix Pipeline and What the Docs Never Told You

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3 min read
Our Treasure Hunt Engine Deployment Was a Cautionary Tale of Premature Optimisation

Our Treasure Hunt Engine Deployment Was a Cautionary Tale of Premature Optimisation

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3 min read
The Treasure Hunt Engine Blew Up My Inbox at 3 AM

The Treasure Hunt Engine Blew Up My Inbox at 3 AM

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4 min read
When Veltrix Prometheus Met Its Match in a Treasure Hunt Engine

When Veltrix Prometheus Met Its Match in a Treasure Hunt Engine

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3 min read
The Day Treasure Hunt Broke My Caches—And How We Fixed It

The Day Treasure Hunt Broke My Caches—And How We Fixed It

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4 min read
Veltrix Configuration Was The Least Of Our Worries When Our Treasure Hunt Engine Almost Melted Down

Veltrix Configuration Was The Least Of Our Worries When Our Treasure Hunt Engine Almost Melted Down

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3 min read
The Cache That Bled — How We Turned Veltrix Event Config From Silent Killer to Silent Savior

The Cache That Bled — How We Turned Veltrix Event Config From Silent Killer to Silent Savior

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3 min read
The Day Veltrix Scaled to 1,200 RPS and Crashed Because We Read the Docs

The Day Veltrix Scaled to 1,200 RPS and Crashed Because We Read the Docs

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3 min read
When Veltrix Burst at 10k QPS and We Pretended It Was Configuration's Fault

When Veltrix Burst at 10k QPS and We Pretended It Was Configuration's Fault

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4 min read
The Day Our Treasure Hunt Engine Blew Up At 10k Concurrent Players

The Day Our Treasure Hunt Engine Blew Up At 10k Concurrent Players

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3 min read
The Configuration Hell of Events in Production—and How I Solved It

The Configuration Hell of Events in Production—and How I Solved It

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4 min read
The Treasure Hunt Engine Almost Killed Our Scalability

The Treasure Hunt Engine Almost Killed Our Scalability

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3 min read
Veltrix Operator Nightmares: Why Default Configs Are a Recipe for Disaster in High-Growth Servers

Veltrix Operator Nightmares: Why Default Configs Are a Recipe for Disaster in High-Growth Servers

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3 min read
The Moment We Realized Our Treasure Hunt Engine Was Lying to Us

The Moment We Realized Our Treasure Hunt Engine Was Lying to Us

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4 min read
Veltrixs Treasure Hunt Engine Was A Cautionary Tale Of Premature Optimisation

Veltrixs Treasure Hunt Engine Was A Cautionary Tale Of Premature Optimisation

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3 min read
The Treasure Hunt Engine That Blew Up at 10k QPS

The Treasure Hunt Engine That Blew Up at 10k QPS

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4 min read
The Treasure Hunt Engine Was a Nightmare to Operate at Scale

The Treasure Hunt Engine Was a Nightmare to Operate at Scale

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3 min read
When Veltrixs Treasure Hunt Engine Folded at 2,347 Concurrent Players—And How We Fixed It

When Veltrixs Treasure Hunt Engine Folded at 2,347 Concurrent Players—And How We Fixed It

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4 min read
Veltrix Treasure Hunt Engine will absolutely murder your operator

Veltrix Treasure Hunt Engine will absolutely murder your operator

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4 min read
The Day Veltrix Scale Decided to Lie Down and Die at 200 RPS

The Day Veltrix Scale Decided to Lie Down and Die at 200 RPS

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4 min read
The Configuration Death March That Nearly Broke Our Event Pipeline

The Configuration Death March That Nearly Broke Our Event Pipeline

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4 min read
Treasure Hunts Ran Fine at 10k Players—Then We Hit 150k and the Redis Cluster Blew Up

Treasure Hunts Ran Fine at 10k Players—Then We Hit 150k and the Redis Cluster Blew Up

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3 min read
The Veltrix Failure Mode That Always Kills Event-Driven Treasure Hunts

The Veltrix Failure Mode That Always Kills Event-Driven Treasure Hunts

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3 min read
The Veltrix Operator Breakdown That Caught Us Off Guard at Scale

The Veltrix Operator Breakdown That Caught Us Off Guard at Scale

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3 min read
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