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sparacha

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  1. Show HN: Signals – finding the most informative agent traces without LLM judges (arxiv.org)

    Hey HN Salman, Shuguang and Adil here from Katanemo Labs (a DigitalOcean company). Wanted to introduce our latest research on agentic systems called Signals. If you've been building agents, you've probably noticed that…

    3 points 0
  2. Show HN: Preference-aware routing for OpenClaw via Plano (github.com)

    Hey HN! OpenClaw is notorious about its token usage, and for many the price of Opus 4.6 can be cost prohibitive for personal projects. The usual workaround is “just switch to a cheaper model” (Kimi k2.5, etc.), but then…

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  4. The two agentic loops – how to build and scale agentic apps (planoai.dev)
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  7. Arch-Function LLMs promise lightning-fast agentic AI for enterprise workflows (venturebeat.com)
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  13. The rise of intelligent infrastructure for LLM applications (archgw.com)
    3 points 1
  14. Show HN: ArchGW – An open-source intelligent proxy server for prompts (github.com)

    Hi HN! This is Salman, Adil, Shuguang and Co working on ArchGW[1] - an open-source lightweight proxy server for prompts - written in Rust and built on top of Envoy[2]. Arch moves the critical but pesky handling and…

    39 points 9
  15. ArchGW: Open-source, AI-native (edge and LLM) proxy for prompt traffic (github.com)
    2 points 1
  16. Show HN: Arch GW – Distributed gateway for agents, engineered with small LLMs (docs.archgw.com)

    Hi HN My name is Salman and I work on Arch GW - the intelligent gateway designed to protect, observe, and personalize LLM applications with your APIs. https://github.com/katanemo/arch Our team built Envoy Proxy at Lyft,…

    7 points 0
  17. Arch – intelligent application middleware for agents, engineered with LLMs (venturebeat.com)
    3 points 1
  18. Show HN: Arch-Function: 3B parameter LLM that beats GPT-4o on function calling (huggingface.co)

    Hi HN! My name is Salman Paracha. I aam the the Founder/CEO of Katanemo - the organization behind the open source Arch GW (an intelligent gateway for prompts - https://github.com/katanemo/arch). Today, we are making the…

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  19. Show HN: Open-source study to measure end user satisfaction levels with LLMs (open-llm-initiative.com)

    The LLM challenge - an online study - aims to answer a simple question: what is the quality corridor that matters to end users when interacting with LLMs? At what point do users stop seeing a quality difference and at…

    12 points 2