TrueFoundry open sourced TrueForge, an agent harness aimed at Claude Managed Agents. Its published benchmark shows 30% to 75% savings, not the advertised 50% TCO cut.
Agent2Agent is moving into the Agentic AI Foundation, joining MCP under one Linux Foundation umbrella. What the governance change does and does not do for enterprises.
Stripe has agreed to buy OpenRouter for more than $8 billion, buying distribution and inference demand rather than metering tech. The neutrality question comes with it.
Hugging Face counts 28,531 community GGUF conversions of Qwen models and 54 from Qwen itself. The file that runs is rarely the one the lab tested or signed.
Dynatrace already shipped LLM-as-a-judge evaluation. Its $915 million Arize deal buys something else, a position with AI engineers before an app reaches production.
Cyberattacks are sobering reminders of vulnerabilities common in industrial automation, but there are steps the affected organizations can take to secure their systems.
Pricing for enterprise agentic AI continues to be too complex, but the author has ideas about likely forthcoming improvements — and what enterprises should do now.
In AI deployments, the largest enterprises are interested in protecting their proprietary data and favoring open AI models with proprietary software customization.
Arcade.dev has acquired Smithery, the MCP registry developers default to. The deal signals discovery and governance of agent tools consolidating into one procured layer.
OpenAI’s decision to slow work on Astra over cybersecurity concerns signals a new era of AI hacking, where autonomous systems could discover vulnerabilities, exploit targets and fundamentally change the economics of cyberattacks.