3 articles
Projects
GitLab Orbit cuts AI token usage by 4.5x and boosts speed 11x. The platform now governs AI agents with strict audit trails, treating them like human staff....
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Projects
IP churn breaks stateful connections when containers migrate. While kernel-level tools like Cilium require root access, pure userspace overlays use cryptographic keypairs to bypass infrastructure friction entirely....
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Projects
Culture represents 80% of the effort, not tools. Active-active architectures eliminate single points of failure, but syncing all data in real-time will bankrupt your cloud budget. DevOps business resilience requires strategic data tiering....
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