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Your AI agent just provisioned a resource. Who owns it?

Oct. 8, 2026 » The New Stack » [Archived Version]

The environment has thirty-four resources, including a VPC, subnets, an RDS instance, and a load balancer that hasn’t seen any The post Your AI agent just provisioned a resource. Who owns it? appeared first on The New Stack.

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The audit log says my name: what an agent inherits when you hand it your credentials

Oct. 8, 2026 » The New Stack » [Archived Version]

I measured what an AI agent actually holds when it authenticates as me. Authentication turned out to be a token The post The audit log says my name: what an agent inherits when you hand it your credentials appeared first on The New Stack.

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The API tax: Why AI agents stall without infrastructure context

Oct. 8, 2026 » The New Stack » [Archived Version]

Enterprises continue to face an autonomous cloud bottleneck that breaks autonomous operations and leads to failure. This architectural flaw leaves The post The API tax: Why AI agents stall without infrastructure context appeared first on The New Stack.

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AI changed how you respond to incidents. Your tabletops haven’t caught up.

Oct. 8, 2026 » The New Stack » [Archived Version]

Tabletop exercises answer one question: when something breaks, will the people responsible for fixing it do the right thing, in The post AI changed how you respond to incidents. Your tabletops haven’t caught up. appeared first on The New Stack.

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Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run

Oct. 8, 2026 » The New Stack » [Archived Version]

Anthropic launched Sonnet 5.5 six days after Opus 5.5. The company says it scores 70.6% on Terminal-Bench 4.0, ahead of The post Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run appeared first on The New Stack.

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Building scalable, agent-friendly APIs for AI applications

Oct. 8, 2026 » The New Stack » [Archived Version]

Nowadays, most of us interact with frontier AI models in a structured way, even if we do not always think The post Building scalable, agent-friendly APIs for AI applications appeared first on The New Stack.

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Redis by proxy: Percona targets the last major hurdle to Valkey adoption

Oct. 8, 2026 » The New Stack » [Archived Version]

When Redis changed its licensing in 2024, replacing its permissive BSD license with proprietary, source-available alternatives, it prompted a major The post Redis by proxy: Percona targets the last major hurdle to Valkey adoption appeared first on The New Stack.

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OpenSSH 10.6 deliberately breaks two features in the name of security

Oct. 7, 2026 » The New Stack » [Archived Version]

OpenSSH 10.6, released Tuesday, makes compression less effective and rejects some usernames that previously worked, and the maintainers knew both The post OpenSSH 10.6 deliberately breaks two features in the name of security appeared first on The New Stack.

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Claude’s cyber safeguards are getting more flexible — but not for everyone.

Oct. 7, 2026 » The New Stack » [Archived Version]

This week, Anthropic announced an expansion of its Cyber Verification Program (CVP), breaking access into three use case–based tiers and The post Claude’s cyber safeguards are getting more flexible — but not for everyone. appeared first on The New Stack.

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Decision models are suddenly everywhere. OpenAI’s is now public.

Oct. 7, 2026 » The New Stack » [Archived Version]

This week, OpenAI opened its Decisions API to public beta and added image inputs to make fast decisions from visual The post Decision models are suddenly everywhere. OpenAI’s is now public. appeared first on The New Stack.

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