How LLMs can optimize GCP costs and reduce waste

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization

Cloud adoption may bring agility, but it can also bring hidden “cost traps”— IDC estimates 20–30% of spend is wasted. What to do? In this Forbes Technology Council article, Karan Alang, Principal Software Engineer at Versa, explores how LLMs are transforming GCP cost management and gives 10 suggested LLM prompts you can use to move from reactive firefighting to proactive optimization. From detecting idle resources in real time to simulating workload trade-offs, AI-driven cost governance can turn cloud spend into a strategic advantage. Read the full article here: https://gag.gl/VQKxPr #CloudComputing #AI #LLM #GCP #FinOps #CloudCostOptimization