Quarterly audits and static checklists were designed for systems that changed slowly. Production AI does the opposite: models retrain, data shifts, and behavior evolves hour by hour. By the time a traditional review uncovers a problem, an automated decisioning system… Read More »Building a Continuous AI ‘Audit Loop’: Shadow Mode, Drift Alerts and Defensible Logs
AI agents are starting to deliver measurable value in real-world software and operations, but turning promising pilots into production systems is proving difficult. New survey data from DigitalOcean’s 2026 Currents report, based on more than 1,100 developers, CTOs, and founders,… Read More »AI Agents Are Moving From Hype to Production — But Inference Costs Threaten to Stall Adoption
Introduction: Why PostgreSQL Auditing Needs More Than Simple Triggers When I first started adding audit trails to PostgreSQL, I did what most people do: I created a few AFTER INSERT/UPDATE/DELETE row triggers and wrote changes into an audit table. It… Read More »Top 7 Strategies for PostgreSQL Auditing with Logical Decoding and Event Triggers
Bitcoin’s price used to lurch on crypto-native headlines — major corporate buys, exchange blowups, or regulatory scares. In early 2026, that center of gravity has shifted. The latest shock to US jobs data and a cooler inflation print pushed bond… Read More »Why Bitcoin Is Trading Like a Bond as Jobs Vanish and Inflation Cools