關於這一集
What happens when AI can write code faster than enterprises can understand its risk?
In this Season 20 opener of XTrawAI, Raghu Banda speaks with Aamir Siddiqui, Co-founder and CEO of OrangePro AI, about the growing quality challenge created by AI-powered software development. The conversation explores how frontier models and deterministic, behavior-level risk mapping can complement each other to help engineering teams identify hidden dependencies, testing gaps, and software risks before they reach production.
- How frontier AI models and deterministic software-risk mapping see the same codebase through very different lenses.
- Why behavior-level mapping, repeatability, and evidence can become critical for enterprise software quality and governance.
- How engineering teams can combine continuous deterministic risk analysis with deeper AI model reviews to create a stronger quality layer for the agentic coding era.
You can reach @ Aamir Siddiqui
My LinkedIn @ Raghu Banda
Website @ XTraw AI and OrangePro AI
More information on GitHub
英語
美國
逐字稿 🔗
Are you the producer of this podcast?
Add a podcast transcript
Need Audio-to-Text?
Transcribe with Listen411 in Just 60 Seconds
本 Podcast 中的其他單集
AI in July 2026 was no longer just about smarter models. Across the globe, the focus shifted toward AI agents that can plan, use tools, access enterprise systems, complete tasks and operate with greater independence.
In this episode of XTraw AI, we examine the month’s biggest developments across ap…
What does it take to make AI transformation actually land?
In this episode of XTrawAI, Raghu Banda speaks with Sridhar Ravilla about moving beyond AI pilots, tools, and strategy decks into real execution, accountability, and measurable enterprise impact.
• Why AI transformation is more than technol…
What happens when AI search evolves into real-time intelligence for answers, agents, and enterprise workflows?
In this episode of XTraw AI, Raghu Banda speaks with Saurabh Sharma, Chief Product Officer at You.com, about the future of AI-powered search, grounded answers, real-time web intelligence, …
What if the future of the internet is not controlled by platforms, but powered by people?
In this episode of XTrawAI, Raghu Banda speaks with Wouter Constant about Nostr, open protocols, censorship resistance, and the future of online communication in the age of AI. As centralized platforms increas…
Who governs the decision when AI starts to act?
In this episode of XTraw AI, Raghu Banda concludes the special series Architecting the Autonomous Enterprise with Ahmed Munir, exploring why enterprises must move beyond model governance and start governing AI-assisted and machine-made decisions befor…
免責聲明: 本頁面嵌入的 Podcast 和封面圖片來自 Venkata"Raghu Banda"，歸其所有者所有，與 Listen Notes, Inc. 無關聯，也未獲得 Listen Notes, Inc. 背書。
