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#cost-optimization

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MoveInfra15h ago · 13 min read

Migrating from AWS to UpCloud: what moves, what changes, what it costs

Originally published on moveinfra.eu. Migrating from AWS to UpCloud is straightforward for companies running standard web architectures built on virtual machines, Kubernetes, relational databases, and

moveinfra.hashnode.dev

softverseAdmin17h ago · 26 min read

AWS Cost Optimization in 2026: 15 Tactics That Cut Real Bills (With Checks, Commands, and Honest Impact Ranges)

An honest note (new — replaces the old "$50K/month" claim): The previous version of this article claimed these tactics "saved us $50K/month," with a before-and-after bill table. Those numbers were ill

devopsenginer.hashnode.dev

Xccelera AI2d ago · 7 min read

Optimizing Multi-Agent Systems for Speed and Cost Efficiency

Multi-agent systems slow down and overspend for predictable reasons: hand-off latency, oversized models on simple tasks, bloated context, and retries nobody tracks. Each of them is measurable. This ar

xccelera.hashnode.dev

Tech with RS3d ago · 8 min read

AWS Cloud Hosting: Balancing Security, Performance and Cost

Moving business applications to the cloud can change how a company manages its IT infrastructure. It can reduce dependence on physical servers and make it easier to adjust resources as workloads chang

dataandcloud.hashnode.dev

Aritra Chakraborty4d ago · 4 min read

Databricks SQL Serverless Cost Governance: Budgets, Alerts, and Query-Level Attribution

Serverless compute can simplify warehouse operations, but it does not make cloud spending self-governing. A warehouse can scale to meet demand, a dashboard can trigger a burst of queries, and a poorly

aidatalegends.hashnode.dev

Marc Newstead5d ago · 4 min read

Why I'm Moving Production AI Workloads Off Third-Party APIs

Why I'm Moving Production AI Workloads Off Third-Party APIs Six months ago, our team was comfortably spending £3k/month on OpenAI API calls. Last month, that figure hit £18k. The trajectory was clear:

icentric-ai-and-automation.hashnode.dev

SelfHealing5d ago · 7 min read

Your AI Agents Are Quietly Burning Money: A 30-Minute Spend Audit

AI agents rarely fail loudly when they get expensive. A health check runs a big model every five minutes. A research agent retries a timed-out search dozens of times. An inbox agent reads every full e

selfhealing.hashnode.dev

Satya PrakashOct 17 · 8 min read

I Rebuilt My Claude Code Router: It Now Reads Your Code Graph and Learns From Its Mistakes

TL;DR A while back I wrote about routing every Claude Code prompt to the right model using a small hook, three subagents and a CLAUDE.md file. It worked, and it showed me exactly where keyword routing

devlore.hashnode.dev

Jason AgostoniOct 17 · 7 min read

Jev is not as cheap as you think. Unless it is.

Recently, TypeSafe launched Jev, the first of what people are calling System One or decision models: your app sends state plus a query, and Jev sends back typed decisions with probabilities instead of

jason.agostoni.net

nRouter.aiOct 16 · 3 min read

Routing Is a Configuration Change: Putting the Model Choice Where It Belongs

Somewhere in your codebase there is a model name, hardcoded or configured once, chosen when the feature was built. At the time it was the right choice — probably the best model available. The problem

nrouter.hashnode.dev

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