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Vibe coding vulnerabilities
Written by Satu Korhonen on the 25th of July 2025 There has been an influx of AI tools being able to code, create working proofs of concept from prompts (text description of what the model should do), create tests for code, document it, and so forth. This all makes perfect sense as there is an…
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Regarding rules of engagement
Written by Satu Korhonen on the 25th of July 2025 When beginning any endeavor, one plans the approach, the goals, the players, and the strategy. This is especially true for any business as the amount of design, planning, strategizing, and basically answers required by funders, investors, banks, and so forth is not insignificant. AI businesses…
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AI: What is beyond the Hype?
By Satu Korhonen, Founder of Helheim Labs At this year’s Open Source Summit in Vienna, Linus Torvalds offered a cutting remark that captured the growing skepticism in the tech world: “AI is 90% marketing and 10% reality.” Coming from the creator of Linux, a project built on transparency and pragmatism, the statement resonated. It’s a…
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Friday AI detox: Reclaiming Thought in the Age of Infinite AI

By Silvan Gebhardt and Satu Korhonen 18th June 2025 Inspired by: https://pivot-to-ai.com/2025/06/11/chatgpt-goes-down-and-fake-jobs-grind-to-a-halt-worldwide/ On June 10, 2025, ChatGPT went down and with it, an eerie silence settled across digital offices worldwide. As reported by Pivot to AI, entire categories of work ground to a halt. Not just coding, copy-writing, or planning, but something deeper: a synthetic…
