Are AI agents the new apps? episode artwork

EPISODE · Apr 7, 2026 · 28 MIN

Are AI agents the new apps?

from TechFirst with John Koetsier · host John Koetsier

Are AI agents really the future of software — or just the latest wave of hype?In this episode of TechFirst, host John Koetsier sits down with Don Murray, CEO of Safe Software, to break down what’s actually happening with “agentic AI.” From AI-washing and “agent-washing” to real-world use cases in coding, automation, and enterprise software, this conversation cuts through the noise.They explore how AI agents differ from traditional apps, why intent-based software is emerging, and how developers are already shipping faster with AI writing code. But it’s not all upside — there are real risks, from security vulnerabilities to the possibility of AI-driven mistakes at massive scale.You’ll also hear: • Why “agentic AI” might just be a rebrand of automation • How AI is changing software development (and junior dev roles) • The surprising productivity boost for senior engineers • Why AI could make companies faster — and more fragile • The rise of “good enough” content and the risk of mediocrity • How enterprises are (and aren’t) keeping upPlus: what happens when AI starts building itself — and whether we’re heading toward a breaking point.⸻This episode is sponsored by Apprentice: did you think AI was only for digital work? Nope ... AI-native manufacturing is here. This month's sponsor is Apprentice, which offers the first AI Agent built from the ground up for agentic manufacturing. Connects to all your systems, monitors everything, automates all your processes ... but keeps a human in the loop. Check it out at apprentice.io.⸻👤 GuestDon MurrayCEO & Founder, Safe Software🌐 https://www.safe.com00:00 AI washing and the agent hype00:02 What actually counts as an agent?00:03 Sponsor: Apprentice and agentic manufacturing00:03 New software architecture: intent-driven systems00:05 Are big legacy companies like Apple at risk?00:07 Day one vs. day two companies00:08 How AI changes software development00:09 Why junior devs struggle with AI-generated code00:10 Consumer benefits of agentic software00:11 Does AI save time or just make us busier?00:12 The downside: creativity, security, and mediocrity00:14 Why AI makes it easier to be average00:15 AI as an assistant and the blank-page problem00:16 AI removes excuses for building new products00:17 Can companies be rebuilt faster than bought?00:18 AI writing AI code00:19 Why developers are moving to Claude and Gemini00:20 Shipping faster vs. overwhelming customers00:21 Why every app may need an agent00:22 Talking to databases instead of learning SQL00:23 The risk of AI breaking companies fast00:24 Is there an AI bubble?00:25 Data centers, power, and water constraints00:26 AI’s upside in healthcare00:27 Using AI for legal documents and expert knowledge00:28 Final thoughts on agentic AI and AI-ready data

Are AI agents really the future of software — or just the latest wave of hype?In this episode of TechFirst, host John Koetsier sits down with Don Murray, CEO of Safe Software, to break down what’s actually happening with “agentic AI.” From AI-washing and “agent-washing” to real-world use cases in coding, automation, and enterprise software, this conversation cuts through the noise.They explore how AI agents differ from traditional apps, why intent-based software is emerging, and how developers are already shipping faster with AI writing code. But it’s not all upside — there are real risks, from security vulnerabilities to the possibility of AI-driven mistakes at massive scale.You’ll also hear: • Why “agentic AI” might just be a rebrand of automation • How AI is changing software development (and junior dev roles) • The surprising productivity boost for senior engineers • Why AI could make companies faster — and more fragile • The rise of “good enough” content and the risk of mediocrity • How enterprises are (and aren’t) keeping upPlus: what happens when AI starts building itself — and whether we’re heading toward a breaking point.⸻This episode is sponsored by Apprentice: did you think AI was only for digital work? Nope ... AI-native manufacturing is here. This month's sponsor is Apprentice, which offers the first AI Agent built from the ground up for agentic manufacturing. Connects to all your systems, monitors everything, automates all your processes ... but keeps a human in the loop. Check it out at apprentice.io.⸻👤 GuestDon MurrayCEO & Founder, Safe Software🌐 https://www.safe.com00:00 AI washing and the agent hype00:02 What actually counts as an agent?00:03 Sponsor: Apprentice and agentic manufacturing00:03 New software architecture: intent-driven systems00:05 Are big legacy companies like Apple at risk?00:07 Day one vs. day two companies00:08 How AI changes software development00:09 Why junior devs struggle with AI-generated code00:10 Consumer benefits of agentic software00:11 Does AI save time or just make us busier?00:12 The downside: creativity, security, and mediocrity00:14 Why AI makes it easier to be average00:15 AI as an assistant and the blank-page problem00:16 AI removes excuses for building new products00:17 Can companies be rebuilt faster than bought?00:18 AI writing AI code00:19 Why developers are moving to Claude and Gemini00:20 Shipping faster vs. overwhelming customers00:21 Why every app may need an agent00:22 Talking to databases instead of learning SQL00:23 The risk of AI breaking companies fast00:24 Is there an AI bubble?00:25 Data centers, power, and water constraints00:26 AI’s upside in healthcare00:27 Using AI for legal documents and expert knowledge00:28 Final thoughts on agentic AI and AI-ready data

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Are AI agents the new apps?

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This episode was published on April 7, 2026.

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Are AI agents really the future of software — or just the latest wave of hype?In this episode of TechFirst, host John Koetsier sits down with Don Murray, CEO of Safe Software, to break down what’s actually happening with “agentic AI.” From...

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