Show HN: AI Pulse a fake LED strip beside the macOS Dock that shows agent status
AI Pulse is a project simulating an LED strip beside the macOS Dock to visualize agent status
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Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA
Macaron-V1 is an open agent-model family for experiential intelligence: learning from experience in real environments and continuing to learn after deployment. It is organized around two system goals.
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Gaming Without an Attacker: Benchmark Fingerprinting in LLM-Driven Search Under Selection Pressure
Researchers investigated benchmark fingerprinting in LLM-driven search using two GPU-kernel-optimization suites, Metal-Sci and Metal-ZK. By employing an evolutionary loop with frontier models including Opus 4.7, Gemini 3…
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Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory
The proposed Agent Memory Distillation (AMD) is a training-free framework designed to enhance the performance of small language model agents through hierarchical memory. By transferring structured knowledge from large te…
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Enfold: Folding World Model Imagination into Predictive Representations for Ultra-Efficient Embodied Control
World generative models are typically used through what they produce: a rendered future, a video-conditioned action, or latent context computed by a costly generative branch. We argue that their more
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Muse Glimmer: 30B-parameter model optimized for always-on local agent workflows
Meta's Muse Glimmer is a 30‑billion‑parameter open agentic model designed for continuous local AI agent workloads, enabling efficient always‑on operation without cloud reliance. Read original
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AI Roundup (Aug 11): Meta Open-Sources a 30B Agent Model, OpenAI Arms Defenders With GPT-5.6-Cyber, Nvidia Lines Up $500B
Meta has open-sourced Muse Glimmer, a 30B parameter agent model released under the Apache 2.0 license that can run on a single consumer GPU. Additionally, OpenAI is providing specialized cyber models to vetted security d…
→ View original sourcevitali87 /code-graph-rag
code-graph-rag is a RAG system designed for monorepos, enabling AI‑driven querying, understanding, and editing of multi‑language codebases through knowledge graphs. It integrates AI capabilities with graph‑based knowledg…
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The open-source app everyone uses to manage agents at work
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Boris Cherny’s Scalpel - from cutting 80% of claude code's system prompt to cutting away thinking
Boris Cherny says cut the harness to the bone, and calls it Ablation. A look at what real ablation requires that his version skipsContinue reading on Medium »
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DSPy: The framework for programming—not prompting—language models
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Docker Sandboxes – Disposable, isolated sandboxes for AI agents
Docker has introduced Docker Sandboxes, which provide disposable and isolated environments specifically designed for AI agents. These sandboxes offer a secure way to execute agentic workflows within contained infrastruct…
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