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rjpruitt16

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  1. Show HN: Aquifer – an MCP runtime for spiky agent tool traffic (github.com)
    3 points 0
  2. Aquifer – local flow control for bursty GPU-backed APIs (github.com)
    2 points 1
  3. 1 points 0
  4. Show HN: Aquifer – a control plane for agentic API traffic (github.com)
    1 points 0
  5. 1 points 0
  6. 1 points 0
  7. Layer 8: The coordination protocol AI agents and embedded devices don't have yet (ezthrottle.network)
    2 points 1
  8. 1 points 0
  9. Ask HN: How to scale agent systems when Layer 7 is unreliable?

    Agent workflows often involve 10+ API calls to different services (LLMs, data APIs, web scraping). Layer 7 being unreliable = workflows fail or cause retry storms. Common failure modes I'm thinking about: - 429 rate…

    1 points 2
  10. Ask HN: How do you handle API rate limits in production?

    I'm building data pipelines that sync data from various third party apis. We constantly hit 429 rate limits, and our janky retry system fails regularly. For those running production data syncs or microservices calling…

    3 points 2
  11. Show HN: Stop Losing LangGraph Progress to 429 Errors (ezthrottle.network)

    Hey HN, I built this because I kept losing progress in LangGraph workflows when OpenRouter or OpenAI returned 429s. The problem: You're 7 steps into an agent workflow. Step 7 hits a rate limit. Everything crashes.…

    1 points 0
  12. Ask HN: Is anyone losing sleep over retry storms or partial API outages?

    I’m working on infrastructure to solve retry storms and outages. Before I go further, I want to understand what people are actually doing today. Compare solutions and maybe help someone see potential solutions. The…

    2 points 4
  13. Ask HN: Are retries the wrong abstraction under rate limits?

    Over the last few years, I’ve watched a lot of production systems fail in ways that feel… strangely predictable. When services hit 429s or timeouts, the standard response is almost always the same: retries with backoff,…

    3 points 1
  14. Show HN: EZThrottle – Coordinated retries and region racing for APIs Gleam/BEAM (ezthrottle.network)

    Hi HN, I built EZThrottle because I was tired of copy-pasting exponential backoff into every codebase. The core idea: retries shouldn't be independent. When thousands of machines all hit a 429 and retry independently,…

    1 points 0
  15. Glixir: A safe(ish) OTP library for gleam (github.com)
    3 points 1
  16. Ask HN: Transitioning from FAANG to High-Paying Contracting–Any Advice?

    I worked at Amazon and Twitch for about three years, with an additional two years of experience before that. After spending time in FAANG, I’ve decided that the lifestyle is overrated and often toxic, so I’m looking to…

    2 points 10