Deckhouse Platform for developers

Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story.

Oct. 6, 2026 » The New Stack » [Archived Version]

If there’s one thing the AI software engineering world doesn’t lack, it’s benchmarks. Want to know whether an agent can The post Copilot tops GitHub’s own AI code review benchmark. An independent one tells a different story. appeared first on The New Stack.

Read More

The Shift to cgroup v2 in Kubernetes: What You Need to Know

Oct. 6, 2026 » Kubernetes Blog » [Archived Version]

In Linux, cgroups (control groups) are a kernel feature used for managing system resources. Kubernetes uses cgroups to allocate resources like CPU and memory to containers, ensuring that applications run smoothly without interfering with each other. With the release of Kubernetes v1.31, support for v1 cgroup management moved into maintenance mode. Support for v2 cgroup management has been stable since Kubernetes v1.25. Compared with cgroup v1, cgroup v2 provides a single unified hierarchy, a mo…

Read More

How much control should AI get? Inside the SOC autonomy question

Oct. 6, 2026 » The New Stack » [Archived Version]

Security operations centers have struggled with alerts for years, and AI agents offer a new way to tackle it: let The post How much control should AI get? Inside the SOC autonomy question appeared first on The New Stack.

Read More

Mistral’s new AI tried to escape its test environment. In three weeks, anyone can download it

Oct. 6, 2026 » The New Stack » [Archived Version]

Mistral launched Large 4 on Tuesday, its first major model release since Medium 3.5 at the end of April and The post Mistral’s new AI tried to escape its test environment. In three weeks, anyone can download it appeared first on The New Stack.

Read More

SAP acquires TechWolf to feed more context into its HR agents

Oct. 6, 2026 » The New Stack » [Archived Version]

SAP on Tuesday announced that it has agreed to acquire TechWolf, a Belgian AI company that maps what employees work on The post SAP acquires TechWolf to feed more context into its HR agents appeared first on The New Stack.

Read More

“There is just not a room for error”: SAP is putting its AI agents in the back office

Oct. 6, 2026 » The New Stack » [Archived Version]

Earlier this year, at its Sapphire conference, SAP outlined its plans for an “Autonomous Enterprise” run in large part by The post “There is just not a room for error”: SAP is putting its AI agents in the back office appeared first on The New Stack.

Read More

One MCP server used 18,000 tokens before doing anything. Here’s the workaround.

Oct. 5, 2026 » The New Stack » [Archived Version]

Pi spent much of the past year leaving MCP out of its coding agent, even as the protocol became standard The post One MCP server used 18,000 tokens before doing anything. Here’s the workaround. appeared first on The New Stack.

Read More

Developers are secretly hoping OpenAI fails to ship this month

Oct. 5, 2026 » The New Stack » [Archived Version]

OpenAI’s 28-day Codex shipping sprint has its first result, which means subscribers hoping for a free usage reset will have The post Developers are secretly hoping OpenAI fails to ship this month appeared first on The New Stack.

Read More

OpenAI brings text watermarking to its API — and unlike Anthropic, it’s off by default

Oct. 5, 2026 » The New Stack » [Archived Version]

OpenAI has announced that developers can now opt in to watermarking text generated through its API, as the company extends The post OpenAI brings text watermarking to its API — and unlike Anthropic, it’s off by default appeared first on The New Stack.

Read More

Dynatrace wants its AI agents to fix problems instead of adding alerts

Oct. 5, 2026 » The New Stack » [Archived Version]

Dynatrace sells software that monitors companies’ apps and infrastructure and wants its AI agents to make engineers’ jobs easier. An The post Dynatrace wants its AI agents to fix problems instead of adding alerts appeared first on The New Stack.

Read More