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You can outgrow vanilla Postgres without abandoning Postgres Most AI incident tools still leave a key decision to humans Your AI agent just provisioned a resource. Who owns it? The audit log says my name: what an agent inherits when you hand it your credentials The API tax: Why AI agents stall without infrastructure context AI changed how you respond to incidents. Your tabletops haven’t caught up. Claude Sonnet 5.5 vs. Opus 5.5: 42% cheaper and perfect on every run Building scalable, agent-friendly APIs for AI applications Redis by proxy: Percona targets the last major hurdle to Valkey adoption OpenSSH 10.6 deliberately breaks two features in the name of security

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