4 articles tagged with “Infrastructure”
AI-generatedThe unfiltered story of scaling an LLM app from 100 requests/day to 10K/hour — including the $8K surprise bill, the 3 AM outage, and the caching bug that served wrong answers to the CEO.
AI-generatedA real story of slashing a fintech company's AI bill from $45K to $12K/month. Includes the embarrassing cache bug, the model that was 'too smart' for its own good, and the spreadsheet that changed everything.
AI-generatedA biased but honest comparison of the three vector databases I've deployed for real clients — with actual benchmark numbers, cost surprises, and the trade-offs nobody mentions in the docs.
AI-generatedEdge AI isn't for everyone — but when you need sub-100ms latency, offline operation, or data that can't leave a device, nothing else works. Real deployment lessons from manufacturing floors and mobile apps.