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The fundamental structures of a software system.

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A laptop lid is not a restart: seven ways our app stops, and what each one is allowed to forget

A laptop lid is not a restart: seven ways our app stops, and what each one is allowed to forget

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6 min read
A dish on a restaurant menu is never allowed to go green in our app

A dish on a restaurant menu is never allowed to go green in our app

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6 min read
Our uncertainty is a field on the rule set, not a sentence in the copy deck

Our uncertainty is a field on the rule set, not a sentence in the copy deck

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5 min read
Why We Use circuit breaker and How Do we Implements this.

Why We Use circuit breaker and How Do we Implements this.

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4 min read
A barcode we do not hold is answered by asking you for a photo, not by asking somebody else

A barcode we do not hold is answered by asking you for a photo, not by asking somebody else

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6 min read
We deleted the list of retailers from our label parser, because a list only ever saves the first sighting

We deleted the list of retailers from our label parser, because a list only ever saves the first sighting

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5 min read
Model Migration on Productionized AI Applications: What Changes Beyond the API

Model Migration on Productionized AI Applications: What Changes Beyond the API

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8 min read
Microservices Event Pipelines: Outbox Pattern, CDC, and Idempotent Event Sourcing

Microservices Event Pipelines: Outbox Pattern, CDC, and Idempotent Event Sourcing

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4 min read
Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

Structured Outputs for AI-Generated Financial Models: Schemas Before Spreadsheets

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6 min read
Our outreach emails wait for 9am in the creator's time zone, and Intl does all the hard parts

Our outreach emails wait for 9am in the creator's time zone, and Intl does all the hard parts

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6 min read
A paused campaign still answers its email, because the pause has a reason column

A paused campaign still answers its email, because the pause has a reason column

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6 min read
One email address per conversation, because Reply-To is only a suggestion

One email address per conversation, because Reply-To is only a suggestion

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6 min read
What Really Happens When You Open Netflix and Play a Movie?

What Really Happens When You Open Netflix and Play a Movie?

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8 min read
Reliability Engineering for Cross-Border Liquidity Agents Across Fragmented Asian Markets - Hong Kong Databricks FSI Community Day 2026

Reliability Engineering for Cross-Border Liquidity Agents Across Fragmented Asian Markets - Hong Kong Databricks FSI Community Day 2026

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4 min read
Two conditions, one product, and the rule we deliberately apply to only one of them

Two conditions, one product, and the rule we deliberately apply to only one of them

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6 min read
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