<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>AblitAI engineering</title><link>https://ablitai.com/blog/</link><description>Engineering notes on private open-model inference.</description><language>en</language><item><title>Why OpenAI-compatible does not mean tool-compatible</title><link>https://ablitai.com/blog/openai-compatible-does-not-mean-tool-compatible</link><guid isPermaLink="true">https://ablitai.com/blog/openai-compatible-does-not-mean-tool-compatible</guid><description>Transport, parser behavior, tool continuations and startup context are distinct compatibility requirements.</description><pubDate>Sat, 05 Sep 2026 00:00:00 +0000</pubDate></item><item><title>What privacy-first open-model inference means</title><link>https://ablitai.com/blog/privacy-first-open-model-inference</link><guid isPermaLink="true">https://ablitai.com/blog/privacy-first-open-model-inference</guid><description>Transient content, retained accounting records, local keys and infrastructure metadata have different boundaries.</description><pubDate>Fri, 04 Sep 2026 00:00:00 +0000</pubDate></item><item><title>Inside the Qwen3.8-27B AWQ deployment</title><link>https://ablitai.com/blog/qwen3-8-27b-awq-deployment</link><guid isPermaLink="true">https://ablitai.com/blog/qwen3-8-27b-awq-deployment</guid><description>The pinned community artifact, quantization, memory tradeoffs and current serving envelope.</description><pubDate>Fri, 04 Sep 2026 00:00:00 +0000</pubDate></item></channel></rss>