<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>YuktiMedha Insights</title><link>https://www.yuktimedha.com/insights</link><description>Points of view on AI in software delivery.</description><language>en-us</language><item><title>AI-written code and the security gap scanners miss</title><link>https://www.yuktimedha.com/insights/ai-code-security-what-scanners-miss</link><guid>https://www.yuktimedha.com/insights/ai-code-security-what-scanners-miss</guid><pubDate>Sat, 31 Oct 2026 00:00:00 GMT</pubDate><category>Engineering quality</category><description>AI-generated code often passes a quick review and a generic scan, and still carries real risk into production. What the research shows, why it happens, and how to close the gap.</description></item><item><title>Faster code, same release dates: the AI delivery paradox</title><link>https://www.yuktimedha.com/insights/faster-code-same-release-dates</link><guid>https://www.yuktimedha.com/insights/faster-code-same-release-dates</guid><pubDate>Tue, 27 Oct 2026 00:00:00 GMT</pubDate><category>Delivery</category><description>AI coding tools make individual developers feel dramatically faster, yet release dates rarely move. Here is where the time goes, and what engineering leaders can do about it.</description></item><item><title>Where do you really stand with AI? A maturity framework for software delivery</title><link>https://www.yuktimedha.com/insights/ai-sdlc-maturity-framework</link><guid>https://www.yuktimedha.com/insights/ai-sdlc-maturity-framework</guid><pubDate>Tue, 20 Oct 2026 00:00:00 GMT</pubDate><category>Strategy</category><description>License counts and usage dashboards do not tell you how mature your AI adoption is. A five-level, six-dimension framework does, and it turns into a roadmap you can fund and track.</description></item><item><title>When AI does more of the work, what exactly are you paying for?</title><link>https://www.yuktimedha.com/insights/paying-for-hours-in-the-ai-era</link><guid>https://www.yuktimedha.com/insights/paying-for-hours-in-the-ai-era</guid><pubDate>Tue, 13 Oct 2026 00:00:00 GMT</pubDate><category>Commercials</category><description>Rate cards and headcount pricing assumed that effort meant output. AI has broken that link. A look at how software delivery should be priced now, for buyers and for services firms.</description></item><item><title>What a forward-deployed engineer really is, and how to tell</title><link>https://www.yuktimedha.com/insights/what-is-a-forward-deployed-engineer</link><guid>https://www.yuktimedha.com/insights/what-is-a-forward-deployed-engineer</guid><pubDate>Tue, 06 Oct 2026 00:00:00 GMT</pubDate><category>People</category><description>Every vendor and candidate now claims to be an FDE. Here is what the role actually involves, how it differs from a specialist in a traditional relay, and how to assess it.</description></item></channel></rss>