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Hacker News · u/zambelli · 2w ago

Show HN: Forge – Guardrails take an 8B model from 53% to 99% on agentic tasks

Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…

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Hacker News · u/dsdevjay · 2w ago

The Oats Protocol – Open Agent Tools for Local Coding Agents

Recently I was using functiongemma and watched it load and run local source code as a tool call without any training/tuning. A couple days later I got Qwen35 in Open-WebUI to use the "native" tool-calling. With Open-WebU…

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r/LocalLLaMA · u/OttoRenner · 1w ago

Stop traumatizing AI into loops and turn hallucinations into an honest "I don't know!" by being NICE to them (Proof of Concept, Research, I don't want to sell anything)

!UPDATE!(20.05.2026) WE HAVE NEW NUMBERS FROM 1.500+ TESTS IT'S WORKING! check my update post https://www.reddit.com/r/LocalLLaMA/s/AyNOehjkYT Or the go straight to the my Github https://github.com/OttoRenner/Gentle-Codi…

r/LocalLLaMA · u/Porespellar · May 8, 2026

Unpopular Opinion: The DGX Spark Forum community of devs is talented AF and will make the crippled hardware a success through their sheer force of will.

There is a lot of disdain for DGX Sparks here on the sub. And I get it. A lot of people say “It could have been great if it had been better memory bandwidth”, “SM-121 is a fake /second-class Blackwell chip” yadda, yadda.…

Hacker News · u/icyfox · 3w ago

Show HN: Rotunda - A browser built for agents with simulated typing

Hi HN! Pierce here.Rotunda is a firefox fork primarily intended for agent use, which I’ve been hacking on nights/weekends.There was a [lengthy](https://news.ycombinator.com/item?id=48024859) discussion last week on how e…

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