AI agents are writing real code
AI agents used to comment on issues and pull requests, now they’re pushing code to repositories.
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MCP and A2A: What They Are and Why They Matter for Autonomous IT
MCP and A2A are the two protocols that make agentic AI governable at enterprise scale. One controls how agents use tools, and the other controls how agents work together. AI in the enterprise is no longer confined to chat windows. It’s operating inside incident queues and automation pipelines. Increasingly, teams are using AI agents to take action: detecting incidents, executing remediations, updating tickets, coordinating across systems.
Digital Adoption + AI: The Secret Route to Zero Tickets
Generative AI has the potential to transform workplace productivity – but do organizations know how to deliver on that promise? New research shows that employees who use generative AI tools engage with them up to ten times per day, spending over three hours per week interacting with AI at work. And yet within the same organizations, large groups of employees have never meaningfully engaged with these tools at all.
Test your AI model training reliability, too
Training is at the heart of every LLM model, but it’s still an application running on an infrastructure, which means it can fail. Our GPU test helps you test your training GPUs so you don’t lose that valuable work. TRANSCRIPT: One of the things we built recently was the GPU Gremlin. So if you are training a bunch of models and you're doing a bunch of GPU testing. You know, we want to give you the tools to be able to go test that, to understand how training the model could fail.
EV Fleets Don't Fail on the Road. They Fail in the Workflow. Agentic AI Fixes That.
You spent the last decade obsessing over connectivity. You bought into the hype that ‘data is the new oil.’ You fitted your entire fleet with sensors and built massive dashboards to track everything from battery cell temperature to tire pressure. The mission was simple: Capture every metric. Congratulations, you succeeded. You are now drowning in terabytes of data. But here is the hard truth: Data without action is just expensive noise.
How Long Does Deep Research Take? We Timed 5 Tasks With & Without AI
How long does deep research take? That's a million dollar kind question if you've ever lost a weekend to digging through sources for a report. You already know the pain of hours of searching, reading, and synthesizing, only to wonder if you missed something crucial. We gathered experiment data comparing traditional research methods against modern AI tools across five common professional tasks. The exact time savings we measured might surprise you, and they reveal how AI is quietly redefining what it means to be a deep researcher.
Wireless Intercom Headset System: How to Choose, Deploy, and Communicate Without Limits
Wired communication systems have a hard ceiling. The cable defines your range, restricts your movement, and creates a single point of failure every time someone trips, pulls, or unplugs. For a construction foreman moving between floors, a stage manager coordinating backstage logistics, or a security supervisor monitoring a venue perimeter, that constraint is not a minor inconvenience - it is a direct limit on operational effectiveness.
What To Look For in a Portable Water Sampler
Choosing a portable water sampler is not a straightforward task. This means selecting a gear that enables your field testing to be consistent and accurate. But there are several features relevant to the specific sampler use. If you are wondering which model best fits the sampling needs, understanding these attributes will enable you to choose the one that works effectively and fulfills all your needs.
Build vs buy: choosing the right video hosting infrastructure for your platform
For engineering teams building video-heavy products, build vs buy is one of the most consequential infrastructure decisions you'll face. Building in-house offers control but adds significant operational overhead; buying managed hosting trades some customisation for reliability and speed to market. This guide covers the real criteria behind the decision, and how dedicated video hosting platforms can streamline your global video infrastructure.
Adapting Your Mobile Device Management for Evolving Cyber Threats
You can reduce this risk with multifactor authentication, where users confirm their identity through a second step, such as a mobile notification or biometric verification. Even if credentials are compromised, attackers cannot easily gain access to your systems.