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MIMyData Insightsmydatainsights-blogs.hashnode.dev1d ago · 12 min read

Fabric 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 sca

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HFHaider Farooqhaiderfarooq.hashnode.dev4d ago · 3 min read

LLM Cost Optimization: A Production Playbook

LLM 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

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SBShantanu Badmanjishantanubadmanji.hashnode.devAug 13 · 10 min read

Aurora 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 f

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CDCoding Dropletscodingdroplets.comAug 14 · 10 min read

Token-Based Rate Limiting for AI Endpoints in ASP.NET Core: A Real-World Walkthrough

The 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 than

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NCN Chandra Prakash Reddydevopstour.hashnode.devAug 10 · 7 min read

Control AWS Traffic: Smart Serverless Throttling

When 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 runni

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ISilya sergeevkrauncher.hashnode.devAug 5 · 17 min read

Most people who quit machine learning never got to it

Disclosure: 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 mys

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SBShantanu Badmanjishantanubadmanji.hashnode.devAug 4 · 11 min read

From $4,200 to $800/month: Our AWS Cost Optimization Journey — 81% Cost Reduction With Zero Downtime

Opening: 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 servic

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SCSherdil Cloudsherdil-cloud.hashnode.devJul 28 · 4 min read

The 5 Cloud Cost Metrics That Actually Matter (a Dashboard, Not a 40-Tab Spreadsheet)

Most cloud cost reporting fails the same way: it drowns everyone in line items and answers no actual question. A CFO doesn't need 40 tabs, they need five numbers that say whether cloud spend is discip

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DGDebashish Ghosalpragmatic-engineer.hashnode.devJul 26 · 21 min read

I Planned 10 LLM Evaluation Experiments. One Was Enough To Change How I Route Models.

TL;DR I designed 10 LLM evaluation experiments to understand which models I should use for real DevOps workloads. I only fully ran one of them: a CI diagnostics experiment comparing Haiku 4.5 vs Son

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BRBruce Rockwellbruce-tech.hashnode.devJul 27 · 9 min read

Kimi K3 Pricing Deep Dive: Is It Really 3x Cheaper Than Claude Fable 5?

When Moonshot AI published Kimi K3's API pricing in July 2026, the headlines wrote themselves: "K3 costs a fraction of Fable 5." The per-token numbers look dramatic on a spreadsheet. But per-token pri

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#cost-optimization

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Trending tags this week

Fabric Capacity Optimisation: Reduce Cost, Improve Performance and Scale Smarter

LLM Cost Optimization: A Production Playbook

Aurora Optimization: How Storage Cleanup, Replica Removal, and Right-Sizing Cut RDS Costs by 84%

Token-Based Rate Limiting for AI Endpoints in ASP.NET Core: A Real-World Walkthrough

Control AWS Traffic: Smart Serverless Throttling

Most people who quit machine learning never got to it

From $4,200 to $800/month: Our AWS Cost Optimization Journey — 81% Cost Reduction With Zero Downtime

The 5 Cloud Cost Metrics That Actually Matter (a Dashboard, Not a 40-Tab Spreadsheet)

I Planned 10 LLM Evaluation Experiments. One Was Enough To Change How I Route Models.

Kimi K3 Pricing Deep Dive: Is It Really 3x Cheaper Than Claude Fable 5?