Tag: infrastructure
All the articles with the tag "infrastructure".
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Three Systems, One Weekend: The Parallel Testing Chronicle
Working with Claude, we shipped three infrastructure systems in 48 hours. Neural Vault crisis forced reindex of 41K docs. Built Journal v3 (8-task pipeline), Hybrid Search (A/B tested), and 7 slash commands - all behind feature flags. Parallel testing revealed hybrid search only 1.7% better despite 27x slowdown. When you can't test everything manually, you architect for failure.
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When Everything Crashes: The K3s Resurrection
Saturday morning, October 5, 2025. A K3s cluster silently failing for days. 6,812 pod restarts. Working with Claude to diagnose and rebuild everything.
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The Migration Question: When K3s Meets Reality
K3s was already running. The question wasn't whether to use it - it was whether to migrate everything to it. A day of deep research revealed the hidden cost of containerization.