Recent threat intelligence shows attackers targeting proprietary AI assets and using autonomous workflows. AI security must connect identities, data, code, models, and runtime activity.
Aurora PostgreSQL can query Iceberg and Parquet data in S3 alongside operational data. The pattern can remove copies, but governance, performance, and workload isolation still matter.
Query Live Data and the Lake Together: The No-ETL Promise—and Its Hidden Work Read Post »
AWS’s enhanced EventBridge custom bus adds retention, ordering, subscribers, and cross-account sharing. Used carefully, the pattern can simplify ERP fan-out without creating a central dumping ground.
Aurora Serverless can now add capacity faster and scale eligible clusters to zero. Cost and performance gains depend on capacity limits, connection behavior, working sets, and cold-resume tolerance.
Burst, Scale, Rest: Aurora Serverless Gets Faster for Spiky AI Workloads Read Post »
AWS’s new serverless capability for its MCP Server can correlate Lambda failures and changes. The real opportunity is faster investigation with controlled access and human-owned remediation.
Can an AI Agent Diagnose Your Serverless Outage? Useful, Yes—Autonomous, Not Yet Read Post »
Debezium 3.7 adds an incubating SQLite connector that can stream inserts, updates, and deletes from embedded databases—opening a practical path beyond fragile file exports.
No More Nightly Exports: Debezium 3.7 Brings Change Data Capture to SQLite at the Edge Read Post »
Microsoft is replacing release-wave plans with an always-on roadmap. ERP teams need a continuous intake and governance model without turning every new feature into an urgent project.
The ERP Roadmap Just Went Always-On: How to Avoid Continuous-Change Chaos Read Post »
Kubernetes 1.37 makes HPA scale-to-zero beta and enabled by default for suitable external metrics. The feature can eliminate idle workers, but only when queues and cold-start budgets are designed correctly.
Kubernetes Can Now Scale to Zero: Where the Savings Are Real—and Where Cold Starts Hurt Read Post »
New spend controls can pause eligible AI services, but sustainable GenAI economics still requires attribution, unit costs, anomaly response, and product-level accountability.
Control the AI Burn: A Practical Guardrail Playbook for GenAI Costs Before They Spike Read Post »
Tiny files and endless snapshots quietly increase metadata, storage, and query overhead. A measured Iceberg maintenance routine can restore efficiency without reckless cleanup.
The Small-File Tax: How Data Lakehouse Maintenance Can Cut Waste and Speed Up Queries Read Post »
