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Jul 19, 2026Small Brains vs Big Brains: Choosing the Right AI Model for Your Product
During a migration of a customer-facing search microservice in Q1 2025, a simple decision turned into...
Jul 19, 20265 min read0 reactions0 comments
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Jul 19, 2026When Models Shrink, Systems Grow: Choosing Fit Over Scale
One late-night code review on a microservice migration made the trade-offs obvious: the problem wasnt...
Jul 19, 20265 min read0 reactions0 comments
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Jul 13, 2026Why Your AI Model Rollout Crashes: The Expensive Mistakes Devs Keep Repeating
On July 12, 2025, during a rushed migration of a conversational assistant to a new backend, a...
Jul 13, 20265 min read0 reactions0 comments
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Jul 10, 2026How One Model Swap Fixed Our Live Inference Bottleneck (A Production Case Study)
On 2026-01-12 the payments fraud detection pipeline that I was accountable for hit a hard plateau:...
Jul 10, 20265 min read0 reactions0 comments