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Codex Multi-Agent V2 update raises developer concerns over agent transparency
OpenAI’s recent update to its Codex CLI has introduced a new protocol that appears to shift more orchestration decisions from user-defined configuration to the runtime, prompting developers to request greater visibility into the instructions exchanged between AI...
Red Hat OpenShift 4.22 tackles cloud costs, AI workloads
Red Hat OpenShift 4.22, an update to the company’s hybrid cloud application platform, is now generally available. The release focuses on cutting cloud infrastructure costs, simplifying operations of virtualized workloads, and securing sensitive data. Announced July...
What 80% AI-written test pipelines actually cost
The first time I heard someone say their AI now wrote 80% of their tests, I asked the obvious question. Eighty percent of what? After 20 years building and leading test automation for consumer-scale platforms, my honest answer turned out to be eighty percent of the...





