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2026-05-12 Ai Daily 0700

수집일시: 2026-05-12 07:00:57 KST

요약

  • $38k AWS Bedrock bill caused by a simple prompt caching miss
  • Ask HN: Is the ongoing AI research driving LLM models to be better?
  • Show HN: API Ingest – Agentic Search (Inter) API Docs

주요 내용

  1. $38k AWS Bedrock bill caused by a simple prompt caching miss
  2. I just learned a $37,901.73 lesson about AWS Bedrock, Claude Opus, prompt caching, and the complete lack of hard safety rails around metered AI infrastructure.

    This was not a leaked key. This was not crypto mining. This was not an infinit...

  3. Ask HN: Is the ongoing AI research driving LLM models to be better?
  4. I'm just a curious hobbyist that has ran LLM models locally and follow a lot of content about it. Hope we have a few AI researchers here on HN to clarify this.

    When using Opus or Codex vs. a chinese or Open source model, it feels lik...

  5. Show HN: API Ingest – Agentic Search (Inter) API Docs
    1. CC / Codex dont handle API Docs well enough

      No matter what I do, I run into bad requests with claude, day in, day out.

      Its making up arguments, misunderstands required types, and misses fields in the requests. And when it catche...

  7. Show HN: CyberWriter – a .md editor built on Apple's (barely-used) on-device AI
  8. Apple has quietly shipped a pretty complete on-device AI stack into macOS, with these features first getting API access in MacOS 26. There are multiple components in the foundation model, but the skills it shipped with actually make this ~3...
  9. Show HN: Mimikos – Zero-config mock server that infers API behavior from OpenAPI
  10. I built a mock server that reads an OpenAPI spec and serves realistic, deterministic responses — no mock definitions, no config files.

    mimikos start petstore.yaml

    That's the entire setup. Mimikos parses your spec, classifie...

  11. Show HN: I built a contextual explainer to replace my dictionary extensions
  12. I found that I often shy away from posts on Hacker News or sites like ScienceMagazine because I don’t understand every second word on the page.

    A simple dictionary extension doesn’t really help in these situations, because I’m not looking...

  13. Show HN: Android AI agent-assistant operating your apps (no adb,PC,root,etc.)
  14. Hi HN,

    We built Sova AI https://ayconic.io/sova, an Android assistant agent that actually controls and operates your apps. It's not a chat and not ano...

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