<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>I&amp;T Forward — Engineering Insights</title><link>https://itforward.cz/</link><description>Practical AI, data, and software engineering guides. Only approved published articles appear in this feed.</description><language>en</language><atom:link href="https://itforward.cz/rss.xml" rel="self" type="application/rss+xml"/><item><title>A backup is a starting point. Test the restore.</title><link>https://itforward.cz/blog/restore-tests/</link><guid isPermaLink="true">https://itforward.cz/blog/restore-tests/</guid><description>How to turn a database backup into a repeatable recovery exercise, with an isolated PostgreSQL example and a practical checklist.</description><pubDate>Sun, 11 Oct 2026 00:00:00 GMT</pubDate><category>Data Systems</category></item><item><title>Before building an agent, map the workflow</title><link>https://itforward.cz/blog/agents-or-workflows/</link><guid isPermaLink="true">https://itforward.cz/blog/agents-or-workflows/</guid><description>A practical way to decide where fixed logic is enough, where a language model helps, and where a person should approve the result.</description><pubDate>Sun, 11 Oct 2026 00:00:00 GMT</pubDate><category>AI Engineering</category></item><item><title>Evaluate retrieval before polishing the answer</title><link>https://itforward.cz/blog/rag-evaluation/</link><guid isPermaLink="true">https://itforward.cz/blog/rag-evaluation/</guid><description>A small evaluation plan for a knowledge assistant: source coverage, retrieval quality, permission boundaries, and answers without enough evidence.</description><pubDate>Sun, 11 Oct 2026 00:00:00 GMT</pubDate><category>AI Engineering</category></item><item><title>Jev: fast decisions for software, with code in control</title><link>https://itforward.cz/blog/jev-decision-models/</link><guid isPermaLink="true">https://itforward.cz/blog/jev-decision-models/</guid><description>What TypeSafe AI’s Jev model returns, why its speed claims need context, and how to evaluate it for routing and automation.</description><pubDate>Sun, 11 Oct 2026 00:00:00 GMT</pubDate><category>AI Engineering</category></item></channel></rss>