... just launched Pinglight , and it comes straight out of a few painful monitoring gaps I ve lived through. At a startup doing over $12M ARR, we tried to get serious about observability, but Splunk wouldn t really give us the time of day, and Datadog was powerful but needed months of onboarding and training before we could get any real value. Later, at a corporate job, I was asked to build an uptime monitor for our databases; we still ...

... your logs (or set up a log agent), and it instantly generates: A real-time incident timeline Root Cause Analysis (RCA) Diagnostics & possible solutions With your suggestion and feedback, I am looking to integrate more tools like Splunk, Prometheus, Grafna, Loki and so on! It uses AI agents to correlate logs, metrics, and patterns, basically doing the detective work so you don t have to. If you ve ever been stuck piecing together production issues at 2AM, Overcast might ...

... been building a lightweight tool that lets you search and visualize audit logs from services in the Hadoop ecosystem, like Apache Ranger, Hive, HDFS, Impala, and YARN, without needing to set up an external logging stack (like ELK or Splunk). The idea is to make it easier for data engineers, governance teams, or platform admins to answer questions like: Who accessed this dataset last week? Which users are getting permission denied errors? What actions were blocked by Ranger policies ...

... Poojan Shah , an Information Technology Engineer specializing in DevOps, Cloud Services, and Cybersecurity . With hands-on experience in AWS, Kubernetes, Terraform, Splunk, and security automation , I have worked on building scalable infrastructures, optimizing security postures, and automating deployments for high-performance environments. Currently, I m an Adjunct Professor in Cybersecurity at Pace University , where I mentor graduate students in network security, penetration testing, and cloud security best practices . Previously, I have contributed as a Security Engineer at KeeperAI , focusing ...