GPT-5.2 Quietly Beats Human Experts at Knowledge Work
OpenAI releases GPT-5.2, enhancing professional tasks with improved speed and cost-effectiveness, now available for paid users in ChatGPT and via API.
Updates and recent posts about Kubernetes..
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@laura_garcia shared a post, 6 months, 1 week ago
Software Developer, RELIANOID
RELIANOID at CII Delhi International Technology Summit 2025
16–17 December 2025 - New Delhi, India Our team continues a packed December schedule, and we’re excited to add another key event: the CII Delhi International Technology Summit 2025. Focused on “Accelerating the Techade”, this summit brings together industry, government, and research leaders to shape..
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@anjali shared a link, 6 months, 1 week ago
Customer Marketing Manager, Last9
OTel Updates: OpenTelemetry Proposes Changes to Stability, Releases, and Semantic Conventions
OpenTelemetry proposes stability changes: stable-by-default distributions, decoupled instrumentation, and epoch releases for production deployments.
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@laura_garcia shared a post, 6 months, 1 week ago
Software Developer, RELIANOID
deploy the RELIANOID Load Balancer Community Edition v7 on Azure using Terraform
🚀 New Technical Guide Available! You can now deploy the RELIANOID Load Balancer Community Edition v7 on Azure using Terraform in just a few minutes: ✔️ Install prerequisites (Terraform, Azure CLI, SSH keys) ✔️ Use the official Terraform module from the Registry ✔️ Automatically provision all Azure r..
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@tairascott gave 🐾 to Helm 4 or Nelm? What's the difference , 6 months, 1 week ago.
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@tairascott gave 🐾 to Hidden Correlations Traditional Monitoring Misses , 6 months, 1 week ago.
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@tairascott gave 🐾 to How to Track Down the Real Cause of Sudden Latency Spikes , 6 months, 1 week ago.
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@anjali shared a link, 6 months, 1 week ago
Customer Marketing Manager, Last9
How to Track Down the Real Cause of Sudden Latency Spikes
Sudden latency spikes rarely have a single cause. This blog shows how to uncover the real source using traces, histograms, and modern debugging signals.
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@anjali shared a link, 6 months, 1 week ago
Customer Marketing Manager, Last9
Hidden Correlations Traditional Monitoring Misses
Last9 is built to work with high-cardinality telemetry, and we’ve been covering it in detail through our series. This piece looks at a familiar pain: issues that only show up for a specific tenant or deployment. Why does that context disappear in most monitoring setups?
At its core, Kubernetes operates on a declarative model: you define the "desired state" of your application—such as how many replicas should be running or how much CPU they should use - and the system continuously works to maintain that state. If a container crashes or a node fails, Kubernetes automatically detects the discrepancy and restarts or reschedules the workload to ensure zero downtime, providing a self-healing environment that is critical for modern, high-availability systems.
Beyond simple container management, Kubernetes provides a robust ecosystem for networking, storage, and security. It handles service discovery and load balancing internally, allowing containers to communicate seamlessly without hardcoded IP addresses, and orchestrates storage mounting from various providers. By standardizing how applications are deployed and scaled, Kubernetes enables developers to move from local development to global production with consistent and predictable results.
