AI code risks, costly cloud decisions, KubeCon reception, and key webinars — everything devs need this week!
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TNS Weekly Update

ISSUE 504
AI Slop in Bug Bounties

TECH TALK

"Developers are writing more code and deploying it faster without fully understanding what it’s doing. I agree with Simon Willison’s prediction that at some point, we’re going to have ‘a Challenger’ disaster. The root cause will be some core component written by AI that wasn’t properly understood or checked."

— David Mytton, founder and CEO of developer security provider Arcjet. Read the full story.

TNS Makers

CloudBees CEO: Why Migration Is a Mirage Costing You Millions

In this episode of The New Stack Makers, CloudBees CEO Anuj Kapur shares why equating modernization with migration costs enterprises millions in overruns and hurts developer morale. Tune in to catch the episode!

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KubeCon Amsterdam Reception

KubeCon Reception with TNS, Dynatrace & Akamas

Join us on the waterfront at Zuidpool in Amsterdam for an evening of connection and celebration! Mingle with the brightest minds in cloud native, enjoy elevated bites and drinks, and engage with The New Stack's editorial team. Space is limited — reserve your spot today for what promises to be a highlight of KubeCon + CloudNativeCon!

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Week in Review: Buried in Slop

Bug bounty programs are lousy with slop. AI slop. Daniel Stenberg, lead developer and founder of cURL, the popular, open source internet file transfer protocol, faced so many AI-generated submissions to cURL’s bug bounty program that he had to shut it down.

 

Stenberg explains the closure this way to The New Stack: “It is our attempt to remove the incentives for submitting made-up lies. The submission quality has plummeted; not only are lots of the submissions plain slop, but the ones that aren’t obviously AI also seem to a high degree be worse (possibly because they, too, are AI but just hidden better). We need to do something to prevent us from drowning.” Read our full interview with Stenberg here.

 

As AI-generated content increases, it’s not just ghastly images of people with seven fingers or illegible writing on signs. The slop also extends to fraudulent bug bounty attempts via generative AI.

 

Unlike a lot of the posts you’ll read on LinkedIn, we promise our LinkedIn content isn’t the result of a ChatGPT prompt. So, join us on LinkedIn for human-made daily insights. And find us on YouTube for video versions of our podcast episodes.

 

Speaking of podcast episodes, we’re still accepting podcast guest submissions for 2026. If you’d like to appear on a TNS podcast and reach a wide range of developers, engineers, and technologists, don’t hesitate to get in touch via our Podcast Guest Form. 

 

— Nick Lucchesi, editor-in-chief, TNS

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FEATURED WEBINARS
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Upcoming: 5 MFT Trends Shaping 2026
January 29

Join our guests from Fortra for an in-depth look at the top five managed file transfer trends transforming how organizations move data in 2026 and beyond. Save your spot today for a lively conversation on how modern MFT solutions are built for your enterprise.

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How To Architect a CI/CD Pipeline That Really Scales
February 3

Join us live as we welcome Harness’s Eric Minick and Stephen Cihak for a spirited discussion on why copying CI/CD templates creates technical debt and leads to operational paralysis. You’ll learn why the future of DevOps scaling isn’t about copying YAML; it’s about inheriting it.

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Avoiding the Argo Ceiling
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When Argo scales, visibility breaks. Hitting the Argo Ceiling means tab fatigue, glue code, and lost engineering time. Catch the replay to learn how enterprises fix GitOps sprawl without replacing their tools.

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Why Cloud Cost Optimization Isn’t Broken
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Missed the webinar? We got you covered. Watch on-demand today  to see how shifting cost optimization left embeds governance, security, and efficiency into your designs without slowing developers down.

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