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Cost Optimization

6 stories

Stories

  • Claude Haiku 5.5 Earned a Spot in My Real-World Workflows

    Last week I was staring at my AI usage, wondering if $4 was too much to pay to complete my project. Cost-avoidance is a feature and flaw of my personality, and it’s made Anthropic a recurring thorn in my side.

    Towards AI11 min read
  • Presentation: You Can't Trust Your AI Bill. And Neither Can I

    Erik Peterson discusses why AI spend is eclipsing cloud bills, triggering a major software engineering cost crisis. He explains tokenmaxxing, unit economics, forced developer promotions, and why fully autonomous AI will write, deploy, and govern code by 2028. By Erik Peterson

    InfoQ - AI/ML/Data33 min read
  • How Many Tokens Does an AI Workload Actually Need?

    We modeled seven managed services workloads to build sizing ranges that enterprises can actually budget against and found a cost driver…Continue reading on Towards AI »

    Towards AI1 min read
  • Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches?

    I traced 2,500 listing checks with Weights & Biases Weave, removed avoidable model work one change at a time, and scored every version against the same answers. The post Can an Apartment Search Agent Call the Model Fewer Times and Still Find Good Matches? appeared first on Towards Data Science.

    Towards Data Science29 min read

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