Tripp Weiner
trippw.com
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Internet of Things
Embedded Systems
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Overview
Tripp Weiner - Backend and Embedded Systems Product Engineer specializing in Go, IoT, and system architecture.
News
Stop Building AI Workflows Over Broken Processes
The Demo That Made Me Uncomfortable At a recent sprint demo, a team showed off a new AI-powered workflow. It works like this: Add a label to a Jira ticket An N8N workflow fires via webhook The ticket description gets fed to an LLM The LLM generates test c
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Tests as Institutional Memory
Integration tests aren't just good practice -- they're how teams retain fragile knowledge. People quit, teams are restructured, RIFs happen. Confluence documents lag behind new features. Jira tickets pile up and go stale. Eventually the only person who un
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Reverse-Engineering Legacy Search with Integration Tests
At a previous employer, we had a complex query mechanism using OpenSearch/Elasticsearch for finding certain documents. It contained dense location logic, semantic search, and years of accumulated business rules. Nobody could point me to the original requi
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The Data Race Hiding Behind Correct Atomics
I thought the metrics collector was clean. The previous post explained why atomic.Pointer was the right choice for the snapshot cache -- lock-free reads, atomic increments, no mutexes on the hot path. I was feeling good about it. Then I ran go test -race
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The Boring Deploy: make deploy, systemd, and Nothing Else
The entire deploy process for this site is make deploy. It builds the Tailwind CSS, cross-compiles the Go binary, copies it to the server, and restarts the systemd service. No Docker registry, no CI/CD pipeline, no Kubernetes cluster. This is never how I
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