Coroot: The Observability Tool That Actually Thinks for You
Tired of staring at dashboards full of metrics, logs, and traces—yet still having no idea what’s really wrong? Coroot is the open-source (Apache 2.0) observability platform that finally fixes that. It doesn’t just collect data; it automatically analyzes it and hands you actionable insights, powered by eBPF and OpenTelemetry. What Makes Coroot Different? Ready to…
What’s New in Argo CD 3.3: PreDelete Hooks, OIDC Refresh & More
The Argo CD community has just unveiled the v3.3 Release Candidate, and it is packed with long-awaited features that solve major pain points for platform engineers and developers alike. From lifecycle hooks to enhanced RBAC, here is the “TL;DR” of what’s coming in v3.3. 1. The Missing Piece: PreDelete Hooks You’ve had PreSync, Sync, and…
Breaking Boundaries: Why Kubernetes Namespaces Aren’t Security Boundaries
Multi-tenancy in Kubernetes is a paradox. Organizations want the cost-efficiency of a single cluster shared by multiple teams, but Kubernetes was never designed to be a “hard” multi-tenant system. As a security researcher, I’ve found that “Tenant Admins”—users restricted to a single namespace—can often escalate to Cluster Admin using the very tools meant to keep…
re:Invent 2025’s Silent Bombshell – Your DevOps Job Just Got Priced
(The re:Invent 2025 bombshell nobody on stage wanted to talk about) On December 2, 2025, AWS CEO Matt Garman announced the DevOps Agent—one of three new “Frontier Agents” designed to work autonomously for hours or days like an experienced engineer. It monitors infrastructure 24/7, triages incidents, maps resources across tools like CloudWatch and GitHub, and…
Efficient MoE Pre-training at Scale on 1K AMD GPUs with TorchTitan
Training massive MoE models (DeepSeek-V3, Llama 4-Scout, etc.) pushes hardware to the brink. AMD + Meta’s PyTorch team fixed that: optimized TorchTitan + Primus-Turbo for MI325X → near-perfect scaling on 1,024 GPUs. Big scale + high efficiency is now real. https://tinyurl.com/c3jjzxbb
Seamless AI Model Deployment Gets a Boost: Inside Cloudflare’s Replicate Acquisition
Cloudflare has announced its acquisition of Replicate, a renowned AI platform that empowers developers by making AI model deployment and execution fast, accessible, and dramatically less complex. This strategic move is set to elevate Cloudflare Workers into a global leader for building and running scalable AI applications—enabling access to over 50,000 production-ready models with just…
Agents in the Driver’s Seat: A Deep Dive into Google Antigravity’s Capabilities
Google Antigravity: Revolutionizing Software Development with Agentic AI On November 18, 2025, Google launched Antigravity, a groundbreaking agentic development platform designed to transform the way developers build, test, and verify software. Powered by Google’s latest AI model Gemini 3, Antigravity is positioned as an evolution of the traditional IDE into an agent-first environment, where intelligent…
Revolutionize Your AWS EC2 Infrastructure with Capacity Manager
Revolutionize Your Cloud Operations with AWS EC2 Capacity Manager: The Ultimate Centralized EC2 Capacity Solution In the ever-evolving world of cloud computing, managing resources at scale can be as complex as it is critical. For enterprises leveraging Amazon Web Services (AWS) Elastic Compute Cloud (EC2), the challenge of monitoring, analyzing, and optimizing the sprawling landscape…