<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>KnowledgeForge</title><link>https://blog.knowledgeforge.dev/</link><description>Source-grounded, human-approved technical articles.</description><item><title>Text-to-SQL Fails Quietly: What a Semantic Layer Catches Before the Query Runs</title><link>https://blog.knowledgeforge.dev/articles/text-to-sql-fails-quietly-what-a-semantic-layer-catches-before-the-query/</link><guid>https://blog.knowledgeforge.dev/articles/text-to-sql-fails-quietly-what-a-semantic-layer-catches-before-the-query/</guid><pubDate>Mon, 09 Nov 2026 02:51:05 GMT</pubDate><description>The dangerous text-to-SQL failure is a query that runs and returns a plausible wrong number. This article examines how semantic layers govern definitions, validate queries, and expose the limits of current evidence.</description></item><item><title>When Agents Write Code, Git Becomes the Bottleneck</title><link>https://blog.knowledgeforge.dev/articles/when-agents-write-code-git-becomes-the-bottleneck/</link><guid>https://blog.knowledgeforge.dev/articles/when-agents-write-code-git-becomes-the-bottleneck/</guid><pubDate>Mon, 09 Nov 2026 02:51:02 GMT</pubDate><description>Fast code generation can shift the constraint to integration. This evidence-limited analysis explains semantic conflicts, review infrastructure, and practical controls for agent-assisted development.</description></item><item><title>What Makes an AI Agent Trustworthy?</title><link>https://blog.knowledgeforge.dev/articles/what-makes-an-ai-agent-trustworthy/</link><guid>https://blog.knowledgeforge.dev/articles/what-makes-an-ai-agent-trustworthy/</guid><pubDate>Sun, 08 Nov 2026 15:47:27 GMT</pubDate><description>A practical framework for evaluating AI agents through governed context, controlled execution, evidence trails, scoped permissions, review infrastructure, and deliberate human approval.</description></item></channel></rss>