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PHP, Symfony, AI and the ops around it.

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5 Aug 2026 · 12 min read
ai, ai vision, symfony, php, ollama, homelab, search

Using a local LLM to find better second-hand deals

Second-hand listings are often written poorly, so a keyword search misses the interesting listings or buries you in results. Search wide on purpose and then let a local LLM score every candidate.