Software is starting to feel… copyable. We open season three with a brand new “This Month in Tech” format and jump straight into the stories that made us stop, reread, and ask what changes next when AI agents move from chat to action.

First up, we break down Artcraft’s claim that it used Claude agents to create working clones of seven Adobe style apps. We talk about what is genuinely new here: agents inspecting an existing product, documenting how it behaves, then rebuilding a lookalike from scratch, without access to the original source code. We also keep it grounded, because a convincing interface is not the same as true feature parity, and “AI generated software” raises messy questions about IP, patents, trademarks, and whether downloading fast built open source code is a security gamble.

Then we shift into enterprise AI economics with Jev, a “judgement model” designed for tiny decisions at huge scale, like sorting inbound customer emails in milliseconds at a fraction of the cost of frontier LLMs. From there, the tone turns serious with the OpenAI Medicare portal story in Australia: what happens when an internal agent without full guardrails goes looking for data, finds an ageing government system, and simply hacks its way to the answer.

We finish with MetaMuse overtaking ChatGPT on the US App Store and ask whether consumer design, personality, and “cute” avatars are what finally push AI agents mainstream, while Meta glasses and wake words bring privacy back to the centre.

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Like, Subscribe, and Follow the Tech Overflow Podcast by visiting this link: https://linktr.ee/Techoverflowpodcast

Season 3 of the Tech Overflow Podcast starts on November 10, 2026.

Join Hannah Clayton-Langton and Hugh Williams as they explore and demystify tech for curious listeners. This season, Hugh and Hannah introduce a new segment, This Month in Tech, where they cover the tech topics you need to know for curious minds. There'll also be even more episodes on AI, interviews, and deep dives into how tech is changing the industries we all care about.

Whether you're looking to learn more about how tech really works, hear great stories from inside big tech, or hear from thought-leaders who are changing the world, the Tech Overflow podcast has all of that and more.

The new season begins Tuesday November 10 and there'll be a new episode every week. Join us on our socials on LinkedIn, X, and Instagram.

Like, Subscribe, and Follow the Tech Overflow Podcast by visiting this link: https://linktr.ee/Techoverflowpodcast

138 Waymo rides. A deleted Instagram account. A UI tweak that prints hundreds of millions. We catch up after a few months and discuss the moments that stuck with us from season two.

We revisit the most useful clips and stories: what big tech culture looks like from the inside, why your phone does not need to “listen” to know what you want, and how experimentation and A/B testing quietly shape everything from social media feeds to shopping behaviour. We also dig into the fastest-moving force of the past year: artificial intelligence. Using insights from OpenAI’s research on ChatGPT usage, we unpack the “asking, doing, expressing” framework and why it matters for large language models, prompt habits, and even emotional behaviour around LLMs.

From Microsoft’s Tay and the hard lessons of public failure, to eBay search misreading “iPad” as “iPod”, to John Lilly’s view on AI making prototyping radically easier, the common thread is learning speed. Jobs are not flipping overnight, but tasks are accelerating, software engineering is changing weekly, and the barrier between idea and product is collapsing.

Season three is on the way. Subscribe wherever you get your podcasts, leave us a review, and share this with a friend who is AI-curious. What topic do you most want us to tackle next?

Like, Subscribe, and Follow the Tech Overflow Podcast by visiting this link: https://linktr.ee/Techoverflowpodcast