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Hardware-Agnostic Models in vLLM
vLLM is introducing a new set of hardware-agnostic layers to address a growing tension in its architecture. As frontier model architectures diverge and push the limits of GPU-specific optimizations, the project needs to keep pace...
Show HN: Red-team your AI agent
AI agents are shipping into production with little oversight into how they behave when pushed off their intended path. BotGauge, a red-teaming platform built specifically for AI agents, aims to change that by helping teams find fa...
Jev-serve: Run latest qwen3.8, other frozen LLM models, mlx-supported
A new open-source tool is challenging the way developers extract structured decisions from large language models, replacing text generation with a single logit readout that is dramatically faster and produces calibrated probabilit...
What if we created a local AI tool to measure your security?
A new open-source assistant is attempting to solve a problem that has long frustrated developers working with AI coding tools: the mismatch between what a developer needs and what a generic model can produce. BiNeuron, published b...
Should we leave encouragement notes for AIs everywhere?
A short post on Hacker News this week raised an unconventional question about AI safety: instead of trying to constrain artificial intelligence from within through alignment research, what if we constrained it from the outside by...
Meta Tests Muse AI Agent Calls That Are Made by Humans in a Call Center
Meta's AI assistant Muse was recently promoted as capable of making phone calls on behalf of users, handling everything from restaurant reservations to salon appointments. But behind the scenes, a significant portion of those call...
Universal Agent HP – 10-layer autonomous AI agent OS (free or local)
A developer has published an ambitious open-source project on GitHub that attempts to replicate the organizational structure of an entire software company inside a single terminal application. Universal Agent HP layers its autonom...
Presentation: APIs for Agents: Rethinking API Programs in the MCP Era
At a recent conference, engineers from Morgan Stanley laid out how the financial institution rebuilt its internal API infrastructure to accommodate a new generation of AI agents. The approach pairs an open-source architecture-as-c...
Andrew Kelley Interview: Why He Built Zig, Banned AI Contributions, and Moved Zig off GitHub
Andrew Kelley, the creator of the Zig programming language, has taken positions on two issues that have divided the open-source community: banning AI-generated code contributions from his project and migrating the entire repositor...
Show HN: Life Forge – Open-source flight simulator for autonomous AI agents
AI agents that can query databases, send emails, and transfer funds are being deployed into enterprise environments without anything resembling the kind of rigorous stress testing that commercial pilots undergo before they touch a...