SPSudhanshu Prajapatiinblog.altimate.ai·2d ago · 21 min readBeyond the Databricks Cost Calculator: 6 Levers That Actually Cut Your Bill The official Databricks price calculator provides you information on the DBU rate times the hours you plan to run, the instance type for cloud providers, the costing of VMs (basically compute types) f00
CDCoding Dropletsincodingdroplets.com·6d ago · 12 min readLLM Tool Call Loops in .NET: Root Cause and FixAn LLM tool call loop is one of the few production failures in a .NET AI endpoint that costs you money while looking completely healthy. There is no exception. There is no 500. There is a request that00
BTBiz tech pulse hubinbiztechpulsehub.hashnode.dev·Sep 6 · 1 min readWhy Manual Cloud Cost Auditing Fails the Financial Speed of Modern Enterprises Modern corporate tech setups face a major network bottleneck across multi-cloud deployments. Cloud spending can rise significantly long before an internal finance team realizes there is an infrastruct00
MIMyData Insightsinmydatainsights-blogs.hashnode.dev·Aug 24 · 12 min readFabric Capacity Optimisation: Reduce Cost, Improve Performance and Scale Smarter A bigger Fabric SKU hides architectural problems; it rarely fixes them. A practitioner's guide to Capacity Units, workload management, Power BI, Spark and Data Factory — so you optimise before you sca00
HFHaider Farooqinhaiderfarooq.hashnode.dev·Aug 21 · 3 min readLLM Cost Optimization: A Production PlaybookLLM bills grow like cloud bills did in 2015: invisibly, then suddenly. On products serving hundreds of active customers, token spend is a first-class engineering concern. This is the playbook I apply 00
SBShantanu Badmanjiinshantanubadmanji.hashnode.dev·Aug 13 · 10 min readAurora Optimization: How Storage Cleanup, Replica Removal, and Right-Sizing Cut RDS Costs by 84%The Database Was the Culprit When we started the cost optimization journey, the database looked bulletproof. It handled production traffic reliably. It had reader replicas for scale. It had headroom f00
CDCoding Dropletsincodingdroplets.com·Aug 14 · 10 min readToken-Based Rate Limiting for AI Endpoints in ASP.NET Core: A Real-World WalkthroughThe first AI endpoint I put behind a rate limiter was protected by a policy that allowed 60 requests per minute per user. It felt responsible. Two weeks later one customer generated a bill larger than00
NCN Chandra Prakash Reddyindevopstour.hashnode.dev·Aug 10 · 7 min readControl AWS Traffic: Smart Serverless ThrottlingWhen I began building cloud-native apps on AWS, I was really focused on writing business logic. I liked how easy it was to connect API Gateway to AWS Lambda and get a working microservice up and runni00
ISilya sergeevinkrauncher.hashnode.dev·Aug 5 · 17 min readMost people who quit machine learning never got to itDisclosure: I build Krauncher, a service that prices GPU tasks before they run and places them on rented hardware. This article compares it honestly with the alternatives, including the ones I use mys00
SBShantanu Badmanjiinshantanubadmanji.hashnode.dev·Aug 4 · 11 min readFrom $4,200 to $800/month: Our AWS Cost Optimization Journey — 81% Cost Reduction With Zero DowntimeOpening: The Problem and the Proof We were paying $4,200 a month for infrastructure we didn't need to use. That sounds hyperbolic. It's not. Our primary database was 75% idle. Our containerized servic20