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Wed, Jun 10 05:58 PM

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TechnologyTNW1h ago

Inside Automat-it’s playbook for scaling AI startups on AWS

The AI boom has fundamentally changed how startups think about infrastructure. What was once a relatively straightforward cloud scaling journey has become far more complex, as companies now balance GPU-intensive workloads, rapidly evolving AI models, compliance requirements, and rising operation...

TechnologyHacker News4h ago

Ask HN: Are we going to see a portable S3 Tables alternative outside AWS?

AWS announced S3 Tables earlier this year, and the integration with Iceberg is clearly the direction for AI/analytics data stacks. But the native S3 Tables implementation is locked inside AWS. For those of us running self-hosted or multi-cloud, what are the current options?

AI & MLHacker News9h ago

AWS Bedrock to require sharing data with Anthropic for Mythos and future models

> For Fable 5, Mythos 5, and future models on Bedrock with similar or higher capability levels, Anthropic will require 30-day retention for all traffic on Mythos-class models. Retaining data for a limited period allows Anthropic to detect patterns of misuse that are not visible from a single exc...

TechnologyDev.to15h ago

【実体験】ログ/監視のコスト爆死あるある5選と回避策

ログ/監視のコスト爆死あるある5選と回避策 結論から言うと、個人開発のオブザーバビリティ破産はほぼ全て「取り込み量(ingest)課金」で起きる。 Datadog/New Relic/CloudWatch はストレージではなく流し込んだバイト数とカスタムメトリクスのカーディナリティで請求するため、コードを1行変えただけで月額が10倍になる。以下、実際に財布が燃える5パターンと、コードで止める回避策をまとめる。 1. DEBUGログを本番で垂れ流す logger. debug() を消し忘れたまま本番デプロイ → CloudWatch Logs の取り込みは $0.

TechnologyDev.to20h ago

From Assistant to Builder: What I Learned Shipping an AI-Assisted Project

Building a URL shortener with Cursor, ChatGPT, AWS Lambda, API Gateway, and Cloudflare taught me more about shipping software than writing code. Since last year, Cursor has been my go-to development assistant for daily tasks. But at the beginning of this year, just using it to generate snippets...

TechnologyHacker News23h ago

AWS FinOps Agent

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