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The outbox pattern is four sentences in a blog post. Here are three incidents fr

BACKGROUND
1 SIGNALFIRST DETECTED 17 August 2026
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Other feeds and industry voices
17 Aug
The Outbox Pattern Is Not Enough

<p>The textbook version of the transactional outbox is tight. You save the domain entity and an outbox row in one local transaction. A background scheduler picks up

REPORT · WHAT · Dev.toOPEN STORY
26 Aug
Two-Layer Idempotency: Why Not Every Settlement System Needs an Outbox

<p>A few weeks ago I published a write-up on inverting the control flow of a settlement API: instead of the endpoint owning window semantics (batching, cutoffs, retries), it

REPORT · WHO · Dev.toOPEN STORY
27 Jul
Go - Traces vs logs, and the four ways I got a trace tree wrong

<p>Metrics and logs were the easy part, and I wasn't ready for traces.<br /><br /> It took me a while to get it, first getting a grasp on the vocabulary, then putting it all

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10 May
A senior engineer spotted a bug in my pipeline. I fixed it the same day. Here is what I learned.

<p>A few weeks ago I published an article about an event-driven order pipeline I built in .NET with Kafka and Azure Service Bus. Someone left a comment that stopped me in my

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14 Apr
I use Langfuse for tracing. Here's why I added Rewind for debugging.

<p>Last week my research agent failed at step 15 of a 30-step run. Langfuse showed me exactly where it broke. The writer sub-agent hallucinated, citing a stale 2019 population

REPORT · WHERE · Dev.toOPEN STORY
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