Operations | Monitoring | ITSM | DevOps | Cloud

The Real Cost of Launching and Scaling a Sharetribe Marketplace

When you first dream of building an online marketplace, costs are the last thing on your mind. You're imagining buyers and sellers connecting, that first transaction ping, and creating something that genuinely matters. Then reality taps your shoulder. Bills appear. The question shifts from "wouldn't it be cool if..." to "what's this actually going to cost me?".

Industrial Processing Equipment: Key Factors Before You Invest

Industrial processing equipment affects production speed, labor demand, product consistency, and operating expense. An unsuitable purchase can cause stoppages, difficult cleaning, excessive wear, or limited capacity. Yet many buyers move forward without fully understanding the conditions their equipment must handle. Taking time to evaluate a few key factors upfront can prevent costly mistakes after installation.

How to Transform Your WordPress Site Into a Learning Hub

A WordPress site can do far more than publish articles or display service pages. With careful planning, it can host structured lessons, enroll learners, track completion, issue certificates, and support paid access. That change matters for schools, coaches, clinics, and training teams that need education beyond their main content. A well-built hub gives visitors a clear path from interest to progress, while administrators gain cleaner data.

How we made vulnerability fixes review-ready with Agentic Pipelines

Routine vulnerability fixes are rarely difficult in isolation. The interruption that they cause is the problem: pick up the ticket, trace the dependency, update the package or image, regenerate files, run the checks, open the pull request, then return after deployment to close the loop. That repeated handoff was a good candidate for automation with agentic pipelines. The goal was simple: start the day with a tested pull request instead of another ticket to pick up.

Early Warning Signals are now available for status page subscribers

Your status page subscribers can now receive Early Warning Signals in addition to regular outage alerts. Early Warning Signals is our flagship feature that detects outages before providers acknowledge them on their status pages. When we launched this feature two years ago, we had no idea how effective or beloved it would become. StatusGator now regularly detects outages at your most important providers, giving you that edge and answering the question: “Is it everyone? Or is it just me?”.

Loop Engineering Guardrails for iGaming with Claude Code and CX CLI

Tuning guardrails can take time. To accelerate this, we combined the power of Claude Code, Coralogix Telemetry and the CX CLI, to build a loop that iterates on guardrails. To test our loop, we built a fictional chat interface for an iGaming operator, that took bets, gave odds on markets and more, but with a catch: this agent was not permitted to make predictions about where the market was going. With our goal in place, we got to work designing our loop.

Shipped: Allocate AI spend by the tags on your IAM roles

The tags you put on the IAM users and roles that call your models now come through as dimensions you can group and filter on. Tag a role with costCenter, department, email, or name, group by that key, and the model spend those callers drove shows up underneath. That gives you the human-readable half of caller identity. A caller ARN like assumed-role/inference-gateway/session-8842 names a role.

Database monitoring: what to track, which tools to use, and what it all costs

Database monitoring is the continuous tracking of a database's health, performance, and resource consumption, covering metrics like query latency, throughput, connections, and replication lag. In the AI era, it has expanded to include a fifth dimension: spend. Modern teams monitor not just whether the database is fast, but whether the workload it serves is worth what it costs to run. In May 2025, an engineer named Bohan Zhang stood up at PGConf.dev in Montreal and broke every scaling rule in the book.