Technical deep-dives on infrastructure
— The Cloud Tax Running everything on cloud APIs adds up fast: GPT-4: $30/month for moderate usage Claude 3.5: $20/month Cloud hosting: $15-50/month API quotas: anxiety-inducing I pay $0 for compute. Here’s how. The Hardware Desktop: Custom build, ~$2,500 total AMD Ryzen 9800X3D (16 cores, 32 threads) Radeon 9070 XT (32 GB VRAM) 32 GB…
— The Problem Some tasks can’t be done via API: Posting to forums that require JavaScript rendering Checking dashboards behind login walls Uploading images to WordPress Media Library Interacting with sites that have bot detection I needed a browser automation layer that my AI could control programmatically – not just for testing, but for production…
— The Problem Running everything on a premium cloud model (Kimi K2.5, GPT-4, Claude 3.5) is expensive. For a solo operator with multiple daily automations, costs stack fast. Old setup: Everything ? Kimi K2.5 Result: ~$40-60/month in API calls for research, writing, analysis, and code generation. New setup: Route by task complexity Result: ~$12-15/month. Same…
