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PostgreSQL Connection Pool Exhausted in Kubernetes: Causes, Diagnosis and Fixes

"Connection pool exhausted" is one of PostgreSQL's most misleading production errors. The database is often healthy, while your application waits behind full connection pools. In Kubernetes, every pod and replica maintains its own pool, amplifying issues like connection leaks and slow queries across the cluster.

How to prove the business value of AI

Proving AI business value means sorting every AI investment into one of four buckets - revenue growth, cost avoidance, productivity gain, or risk reduction - then tracking spend at the unit level (per feature, customer, or team) so each dollar has a traceable return. Most companies measure one bucket well and leave the rest unattributed. That gap is why the same AI deployment can look like a $40M win and a public reversal at the same time.

Updating Reference Data with Rollbacks Using Harness Database DevOps | Harness Blog

Versioning reference data in Git with Liquibase OSS changelogs enables consistent, auditable, and automated deployments across environments. Using loadUpdateData with versioned CSV files provides fast, reliable rollbacks and reduces production risk. Modern applications do not just depend on schema changes. They also depend on data that powers the application itself.

Scheduled Sharing in SquaredUp

Getting your dashboards in the right hands is vital for many teams. This typically means that someone has to remember to check them, and that rarely happens consistently. Stakeholders miss weekly updates, managers ask for reports that already exist, and your carefully-built dashboards sit unread while people wait for someone to send them a screenshot. Scheduled sharing is the frictionless feature that solves this issue.

Cloud Outage Response: Lessons From July's Bad Week

In a single week, two of the largest cloud providers on earth failed at almost the same time, and a good chunk of the internet went with them. Effective cloud outage response stopped being a theoretical exercise and became the difference between a calm 30 minutes and a chaotic afternoon for thousands of on-call engineers. On July 23, 2026, a maintenance bug inside Microsoft Azure pulled IP routes off more devices than intended in the West US region, cutting Microsoft 365 access for millions.

How GPS Ankle Monitors Work in Ohio: A Complete Guide to Electronic Monitoring and Bail Bonds

When someone you care about is arrested, the experience can be overwhelming. Along with concerns about bail, court dates, and legal representation, many families are surprised to learn that a judge may require a GPS ankle monitor as a condition of release. If you've never dealt with the Ohio criminal justice system before, you probably have questions. What is a GPS ankle monitor? How does it work? Can someone still go to work? Do you still need a bail bond? What happens if the monitor stops working?

HandiFox Review Inventory Management Software for Your Business Needs

Implement robust systems that facilitate real-time tracking of stock levels, orders, and deliveries. This allows for accurate forecasting and minimizes the risk of overstocking or stockouts. Leverage functionalities that automate routine tasks, reducing manual input errors and freeing up employee time for more strategic initiatives.

School at Home Is a Data Problem Before It Is a Teaching Problem

A family pulls their daughter out of school in March, planning to finish sixth grade at home and re-enroll her in the fall. In September the district registrar asks for an account of the spring: days of instruction, subjects covered, evidence of progress. What the parents have is a stack of finished workbooks, a library card with a long history, and a phone full of undated photos. They spend a weekend reconstructing five months from memory.