Case study: a cheap, typed model in front of the expensive one
Three open-source tools - an agent guardrail, a GitHub issue-triage Action and a bulk classifier - built on one pattern for AI automation that's cheap enough to run on everything.
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Case study: automating product data for 3,000+ products with an LLM
How a Shopware 6 plugin turned product images into multilingual copy, SEO and categories for Illux - and the guardrails that made it safe to run unattended.