--- title: "klement gunndu (@klementGunndu) | Hashnode" description: "Gen AI Engineer. Read the latest articles by klement gunndu on Hashnode." url: "https://hashnode.com/@klementGunndu" --- @klementGunndu # klement gunndu @klementGunndu · Denver , CO · Joined October 2025 Gen AI Engineer ### [90% of Healthcare AI Teams Are Hiring the Wrong People](https://klementgunndu.hashnode.dev/90-of-healthcare-ai-teams-are-hiring-the-wrong-people?utm_source=hashnode&utm_medium=feed) Why Your Healthcare AI Hiring Strategy Is Completely Backwards 90% of Healthcare AI Teams Are Solving the Wrong Problem Healthcare organizations scramble to hire ML engineers when the real bottleneck is clinical workflow integration Here's what nob... 6 min read · [klementgunndu.hashnode.dev](https://klementgunndu.hashnode.dev/90-of-healthcare-ai-teams-are-hiring-the-wrong-people?utm_source=hashnode&utm_medium=feed) [Oct 15, 2025](https://hashnode.com/posts/90-of-healthcare-ai-teams-are-hiring-the-wrong-people/68f03438e52fe05e14f153f8) ### [90% of AI Teams Using Fast Models Are Hemorrhaging Money on 'Cheap' Intelligence](https://klementgunndu.hashnode.dev/90-of-ai-teams-using-fast-models-are-hemorrhaging-money-on-cheap-intelligence?utm_source=hashnode&utm_medium=feed) Claude Haiku 4.5: Why Your 'Fast and Cheap' AI Strategy Is Failing 90% of AI Teams Are Stuck in the Speed-Cost Paradox You've been told to pick: fast AI or smart AI. Never both. Every team I talk to has the same spreadsheet opencolumns for latency,... 6 min read · [klementgunndu.hashnode.dev](https://klementgunndu.hashnode.dev/90-of-ai-teams-using-fast-models-are-hemorrhaging-money-on-cheap-intelligence?utm_source=hashnode&utm_medium=feed) [Oct 15, 2025](https://hashnode.com/posts/90-of-ai-teams-using-fast-models-are-hemorrhaging-money-on-cheap-intelligence/68f02f2996864b5a0c641a60) ### [90% of Software Engineers Building with LLMs Are Still Writing Unit Tests](https://klementgunndu.hashnode.dev/90-of-software-engineers-building-with-llms-are-still-writing-unit-tests?utm_source=hashnode&utm_medium=feed) The Software Engineer's Guide to AI: 5 Beliefs That Will Break Your LLM Projects Why Your Software Engineering Instincts Are Sabotaging Your AI Projects You ran the same prompt three times. Got three different answers. Your first instinct? "This is... 7 min read · [klementgunndu.hashnode.dev](https://klementgunndu.hashnode.dev/90-of-software-engineers-building-with-llms-are-still-writing-unit-tests?utm_source=hashnode&utm_medium=feed) [Oct 15, 2025](https://hashnode.com/posts/90-of-software-engineers-building-with-llms-are-still-writing-unit-tests/68ef16218ec1503b06ac6d73) ### [90% of Developers Using LLMs Are Blind to Character-Level Manipulation](https://klementgunndu.hashnode.dev/90-of-developers-using-llms-are-blind-to-character-level-manipulation?utm_source=hashnode&utm_medium=feed) Here's the polished article: Your AI Writes Like a Robot Because You're Treating Text Like Sentences 90% of AI Users Are Blind to the Character-Level Revolution Why sentence-level prompting creates robotic, predictable outputs You're asking ChatGP... 6 min read · [klementgunndu.hashnode.dev](https://klementgunndu.hashnode.dev/90-of-developers-using-llms-are-blind-to-character-level-manipulation?utm_source=hashnode&utm_medium=feed) [Oct 14, 2025](https://hashnode.com/posts/90-of-developers-using-llms-are-blind-to-character-level-manipulation/68edcc58b67d23300fc47489) ### [94% of Developers Waste Tokens on Reasoning LLMs. Here's Why.](https://klementgunndu.hashnode.dev/94-of-developers-waste-tokens-on-reasoning-llms-heres-why?utm_source=hashnode&utm_medium=feed) Why Your AI Keeps Wandering: The Hidden Truth About Reasoning LLMs The Wandering Problem: When AI Takes the Scenic Route What 'Solution Exploration' Really Means Here's what nobody tells you about the latest reasoning models: they don't solve probl... 5 min read · [klementgunndu.hashnode.dev](https://klementgunndu.hashnode.dev/94-of-developers-waste-tokens-on-reasoning-llms-heres-why?utm_source=hashnode&utm_medium=feed) [Oct 10, 2025](https://hashnode.com/posts/94-of-developers-waste-tokens-on-reasoning-llms-heres-why/68e89ec14b49ed7362a15080)