How we stopped breaking production pipelines with Snowflake zero-copy cloning
Ninety-eight percent of production data pipeline incidents happen because developers tested their code against a "subset" of data that didn’t actual…
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Course Thumbnail Pipelines — 3 Moderation Gates Before Content-Aware Crop
For an e-learning catalog, the crop decision is downstream of a more important constraint: an image that has not passed moderation must never become…
Anthropic's newer Sonnet lands on GitLab Duo, routed through the AI Gateway
The Friday before a long weekend, I asked an agent to migrate a legacy webhook handler while I closed my laptop. It came back with a diff that compi…