AI coding tools ship surprisingly rich telemetry
AI coding assistants are already emitting rich OpenTelemetry data — revealing prompts, tool usage, workflows, and developer behavior in real time. Resources for Further Learning.
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Making Critical Incidents Impossible to Ignore - Derdack SIGNL4 - The Alerting Experts
In this episode, Doreen Jacobi talks with Henri-Paul Bourassa, IT Administrator at exo, the public transit organization serving the Greater Montréal area. Like many IT teams responsible for around-the-clock operations, Henri-Paul's team already had monitoring in place. The challenge wasn't finding issues - it was making sure the right people were alerted quickly enough to respond.
6 use cases for agentic AI in major IT incident management
Enterprise IT operations leaders are realizing that legacy incident management processes cannot keep pace with today’s sprawling, hybrid-cloud enterprise environments. Enterprise IT doesn’t look anything like it did even five years ago. Hybrid cloud architectures, distributed microservices, and increasingly rapid CI/CD cycles have increased the speed and complexity of IT operations by orders of magnitude, leaving ITOps teams struggling to keep up.
CloudZero Dimension Studio: A drag-and-drop UI at the foundation of AI ROI
The core of ROI is visibility. If you can clearly see … 1. What it costs to produce the thing you make, and 2. How much money it makes you … then calculating ROI is easy. But with AI, as with the cloud before it, getting that visibility is extremely challenging. Why? Because the cost data associated with each is inherently chaotic.
Why you should use Language Server Protocol (LSP) with Claude Code
Agentic coding tools like Claude Code can write, refactor, and debug across an entire codebase, but by default they read code as plain text, the way grep does. The Language Server Protocol (LSP) changes that: it’s the same code-intelligence layer an IDE uses, and wiring it into an agent lets it read code by meaning instead of by string match. The bigger the codebase, the more a wrong guess about a symbol costs, and the more that structural view pays off.
Multi-Agent Architectures - What we shipped, what broke, and what we'd do differently
At LLMday Lisbon, our Software Engineer, Viktor Vasylkovskyi, highlights the realities of building production AI agents with LangGraph - sometimes getting it right, often learning the hard way. This talk is about what was actually shipped, including a distributed multi-agent setup at PagerDuty. Viktor breaks down the real tradeoffs between LLM-driven and deterministic orchestration, what broke, and how he’d approach it differently now.
New in Kubex: KAI Scheduler Integration for Shared GPU Inference
Today, we’re launching Kubex support for the KAI Scheduler and automated GPU sharing for inference workloads. As AI inference moves into production, platform teams are being asked to serve more models, support more teams, and control GPU costs at the same time. But many inference workloads do not need an entire GPU all the time. When teams reserve full GPUs or oversized GPU fractions to stay safe, expensive capacity can sit idle across the cluster.
How AI Shopping Assistants Are Turning E-Commerce Search Into an Operational Advantage
Conversational AI in retail crossed into production faster than most technology adoption cycles typically allow. What started as a novelty chat widget is now treated by operations and product teams as a core piece of the customer-facing stack, the case for that reclassification rests entirely on operational outcomes rather than interface aesthetics.
5 Ways Digital Tools Can Help the Grant of Probate Process
The grant of probate process can often feel overwhelming, filled with intricate legalities and the emotional weight of losing a loved one. However, in our increasingly digital world, innovative tools are stepping in to simplify this journey. Digital solutions, along with legal support from seasoned grant of probate solicitors, offer a reprieve from the traditional bottlenecks of probate. Imagine navigating this complex landscape with ease, armed with powerful software and online resources that transform a daunting process into a manageable one.
How does Radio Over IP Technology Maintain Communication During a Major Cellular Network Blackout?
When a major cellular network blackout strikes, modern reliance on data-driven mobile devices often collapses instantly. Connectivity that professionals depend on for coordination vanishes, leaving important operations in the dark. Radio over IP (RoIP) bypasses these fragile public infrastructures by digitizing voice signals and transmitting them across private, hardened networks.