𝟯𝘅 𝗙𝗮𝘀𝘁𝗲𝗿 𝗖𝗼𝘀𝘁 𝗧𝗿𝗮𝗰𝗸𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗚𝗲𝗺𝗶𝗻𝗶

𝟯𝘅 𝗙𝗮𝘀𝘁𝗲𝗿 𝗖𝗼𝘀𝘁 𝗧𝗿𝗮𝗰𝗸𝗶𝗻𝗴 𝘄𝗶𝘁𝗵 𝗚𝗲𝗺𝗶𝗻𝗶

Managing Gemini models was a mess. Tracking costs for AI tasks was slow. I needed a better way.

I started with a Model Registry. I stored model versions in one place. This helped. But tracking costs remained hard. I lacked a data schema. I had no way to log costs in real time.

I fixed this with four steps:

• Added cost labels to the registry.
• Automated cost logging during AI tasks.
• Set automatic cost limits for validation.
• Logged decisions for weekly reports.

The results:

• One source of truth for all model data.
• Cost tracking is 3x faster.
• Weekly reports are now automatic.

Apply these tips to your workflow:

• Design your schema to track usage context.
• Build a pipeline for automatic cost logs.
• Use validation to keep data accurate.
• Record the reasons behind your decisions.

Source: https://dev.to/junhee916/gemini-model-management-ending-inefficiency-the-secret-to-3x-faster-cost-tracking-with-model-2gig Optional learning community: https://t.me/GyaanSetuAi