SSatya PrakashOct 17 · 8 min readI Rebuilt My Claude Code Router: It Now Reads Your Code Graph and Learns From Its MistakesTL;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 routingdevlore.hashnode.dev
JJason AgostoniOct 17 · 7 min readJev 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 ofjason.agostoni.net
NnRouter.aiOct 16 · 3 min readRouting Is a Configuration Change: Putting the Model Choice Where It BelongsSomewhere 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
BBiz tech pulse hubOct 12 · 3 min readHow to Measure AI Agent Cost per Completed TaskHow to Measure AI Agent Cost per Completed Task AI agents can automate research, customer support, data processing, and repetitive business workflows. But measuring their cost only by API usage or mod1Mbiztechpulsehub.hashnode.dev
SSmophyAIOct 9 · 4 min readGPT-6 Astra vs Claude Fable 5.1: Same Token Price, Different API BillsBy Kamil Kępiński, founder of SmophyAI If you budget LLM calls by the per-token rate alone, you can pick a model that costs up to 2x more for your workload. GPT-6 Astra and Claude Fable 5.1 both list smophyai.hashnode.dev
JJason AgostoniSep 27 · 15 min readCan DeepSeek 4.1 Flash Replace Your $20 Coding Subscription?A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use DeepSeek 4.1 Flash, paying per token instead? Some colleagues want cheap pay-as-you-go agentic codin13BMjason.agostoni.net
SSudhanshu PrajapatiSep 11 · 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) fblog.altimate.ai
CCoding DropletsSep 8 · 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 thatcodingdroplets.com
BBiz tech pulse hubSep 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 infrastructbiztechpulsehub.hashnode.dev
MMyData InsightsAug 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 scamydatainsights-blogs.hashnode.dev
