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News reporting focused on AI and machine learning, covering the companies behind these technologies, their real-world applications, and the ethical concerns they raise. This includes areas like generative AI (large language models, text-to-image and video), speech tech, and predictive analytics.

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3 articles
Developer

The Agent Harness Is Eating Itself: How Models Absorbed Their Own Scaffolding and What Comes Next

The agents that suddenly started working around Christmas 2025 were not the product of a single breakthrough. They were the result of two curves finally crossing: model capability and agent harness maturity. The harness, the invisible scaffolding of tools, context, and guardrails that turns a raw model into an agent, is now being absorbed into the models themselves. And the next phase, according to agentic engineer Dan McAteer, will turn the harness into something entirely different: an interface for human attention.

Aug 2211 minNeura News
Developer

LangChain's Deep Agents v0.7 Cuts Token Use by 65% With Leaner Prompts

LangChain released Deep Agents v0.7 on July 29, 2026, an open-source agent harness update that cuts base input tokens by 65% on a default-agent turn, from roughly 6,000 to about 2,000 tokens. The release trims the built-in prompt, shortens tool descriptions, and makes the todo list middleware optional. It also adds middleware configurability and filesystem improvements that users have requested for months.

Aug 36 minNeura News