Beyond the Console Log: Mapping Your App's Hidden Paths with OpenTelemetry
A deep dive into instrumenting your services with OpenTelemetry to find performance bottlenecks that standard logs and metrics often miss.
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Blog
Articles, guides, and thoughts on web development and technology
What Nobody Tells You About Feature Flags: They’re Actually Debt in Disguise
Toggles are sold as the ultimate safety net for deployment, but the hidden cost of maintaining divergent code paths is a tax most teams aren't prepared to pay.
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Boring Code is a Feature
Complexity is a debt that compounds faster than you think, so stop trying to be clever and start being readable.
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4 Hard Truths About Scaling WebSockets (That I Learned the Expensive Way)
Real-time updates are easy on localhost, but keeping 10,000 persistent connections alive without crashing your load balancer is a different game entirely.
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Beyond the .env File: Implementing a Secure Secret Management Strategy That Scales
Stop relying on fragile local files and learn how to implement professional secret management for modern development workflows.
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5 State Machines That Will Save Your Frontend From Boolean Hell
Stop juggling 'isLoading' and 'isError' flags and start building UI logic that is mathematically impossible to break.
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How to Benchmark Your LLM Outputs Without the Manual Vibe-Check
Stop relying on gut feeling and start using quantitative metrics to verify that your AI-driven features are actually improving.
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The Day We Trashed Our Design Wiki for ADRs and Reclaimed Our Engineering Velocity
The story of how moving our architectural 'why' into our git history finally ended the cycle of endless Slack re-explanations.
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My Tests are Gaslighting Me: How I Finally Tamed the Flakiness in Our CI Pipeline
Nothing kills a developer's productivity faster than a 'random' CI failure. I spent a week hunting down the ghosts in our test suite so you don't have to.
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The 'Smart' Search Struggle: Implementing Vector Embeddings in Remix Without the Math Degree
Keyword search is so 2010. I explored how to leverage vector embeddings and pgvector to give my Remix app a brain that actually understands what users are looking for.
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