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Feature
SlopTV Streams AI-Generated Content Using Local Compute Power
Developers explore local-first AI agents with SlopTV, leveraging local hardware over cloud solutions.
Why it mattersThe shift to local-first AI agents challenges cloud dependence by focusing on data control and privacy. For developers, this means grappling with high upfront costs and the technical demands of running sophisticated models locally.
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Around the Web
AI Agents and Workflows
Apple's AI Hardware Surge
Tools
Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.
github | stars 118,186
Reverse Engineering / Authorized Penetration Testing / Security Research Skill Router Pack AI-powered routing + On-demand toolchain bootstrapping + Self-evolving knowledge base S…
github | stars 33,038
Build
In this article, we are going to look at this entire journey in detail.
blog.bytebytego
Research
Modern agent systems assemble capabilities at runtime, and this dynamic composition has recently received a complete formal treat ment in the spatiotemporal-composability calculus, in which a capability is a component c…
arxiv
AI coding agents, software tools that automate development tasks through reasoning and tool use, are increasingly extended through plugin marketplaces, yet the structure, maintenance, and co-evolution dynamics of these…
arxiv
LLM agents arbitrate among instructions from system prompts, users, memory, and tools, but this arbitration cannot be assumed to enforce trust boundaries. We identify a recognition-enforcement gap: source-format feature…
arxiv
Playbooks
Your Python agents can now pick up reusable bundles of domain expertise (instructions, reference material, and scripts that load only when a task calls for them) through a stable, production-ready API. Agent Skills for…
devblogs.microsoft
Over the past year, I’ve focused heavily on AI Evals , both in my consulting work and teaching. A question I get constantly is, “What’s the best tool for evals?”. I’ve always resisted answering directly for two reasons.…
hamel
See how Replit built their agents atop LangGraph and integrated LangSmith to pinpoint issues, improve the performance of their agents, and enable human-in-the-loop workflows.
langchain
News
AWS Agent Registry is now generally available: a single, searchable, governed catalog for the agents, tools, skills, and custom resources across your organization. This post explains what Registry is and walks through i…
aws.amazon
This post builds an enterprise agentic retrieval solution on the Amazon Bedrock Managed Knowledge Base and Amazon Bedrock AgentCore. An agent reasons, routes across multiple knowledge bases, and returns cited answers, w…
aws.amazon
Article URL: https://www.opensession.com/announcement Comments URL: https://news.ycombinator.com/item?id=49476005 Points: 1 # Comments: 0
opensession