<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Pavone Advisory — Blog</title><description>Notes on building production AI features, scaling systems, and AI-assisted software development.</description><link>https://pavoneadvisory.com/</link><item><title>Choose Boring Technology on Purpose: The 0-to-1 Stack</title><link>https://pavoneadvisory.com/blog/boring-technology-zero-to-one/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/boring-technology-zero-to-one/</guid><description>At the start of a product, the goal is to find out if anyone wants it — not to build something impressive. That goal should pick your stack, and it argues for boring technology almost every time.</description><pubDate>Sun, 28 Jun 2026 00:00:00 GMT</pubDate><category>Architecture</category><category>Startups</category><category>Engineering</category></item><item><title>Rolling Out AI Coding Tools Without Wrecking Code Quality</title><link>https://pavoneadvisory.com/blog/ai-coding-tools-without-wrecking-quality/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/ai-coding-tools-without-wrecking-quality/</guid><description>Handing your team AI coding assistants without a plan is how you get a flood of plausible-looking pull requests nobody fully understands. Here&apos;s how to get the speed without the mess.</description><pubDate>Thu, 25 Jun 2026 00:00:00 GMT</pubDate><category>AI agents</category><category>Team enablement</category><category>Engineering</category></item><item><title>Why Your RAG System Returns Garbage (and Where to Actually Look)</title><link>https://pavoneadvisory.com/blog/why-your-rag-returns-garbage/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/why-your-rag-returns-garbage/</guid><description>When a retrieval-augmented system gives bad answers, almost everyone reaches for the prompt first. The prompt is almost never the problem. Here&apos;s the order to debug RAG in.</description><pubDate>Mon, 22 Jun 2026 00:00:00 GMT</pubDate><category>AI</category><category>RAG</category><category>Engineering</category></item><item><title>Build vs. Buy: A Decision Framework for Your First AI Feature</title><link>https://pavoneadvisory.com/blog/build-vs-buy-ai-feature/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/build-vs-buy-ai-feature/</guid><description>Most teams answer the build-vs-buy question backwards — by starting with the technology instead of the cost of being wrong. Here&apos;s the framework I use to decide what to build, what to buy, and what to skip.</description><pubDate>Fri, 19 Jun 2026 00:00:00 GMT</pubDate><category>AI</category><category>Strategy</category><category>Engineering</category></item><item><title>2.9s to 300ms: A Systematic Approach to API Latency</title><link>https://pavoneadvisory.com/blog/api-latency-2-9s-to-300ms/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/api-latency-2-9s-to-300ms/</guid><description>How to cut a slow API&apos;s p95 latency by an order of magnitude — not by guessing, but by measuring where the time actually goes and fixing it in the right order.</description><pubDate>Tue, 16 Jun 2026 00:00:00 GMT</pubDate><category>Performance</category><category>Engineering</category><category>APIs</category></item><item><title>Building an Autonomous Coding-Agent Fleet</title><link>https://pavoneadvisory.com/blog/building-an-autonomous-agent-fleet/</link><guid isPermaLink="true">https://pavoneadvisory.com/blog/building-an-autonomous-agent-fleet/</guid><description>What it actually takes to move from one AI coding assistant to a fleet of agents that ship real work — orchestration, isolation, and the verification layer most teams skip.</description><pubDate>Tue, 09 Jun 2026 00:00:00 GMT</pubDate><category>AI agents</category><category>Claude Code</category><category>Engineering</category></item></channel></rss>