Operations | Monitoring | ITSM | DevOps | Cloud

Finding performance bottlenecks with Pyroscope and Alloy: An example using TON blockchain

Performance optimization often feels like searching for a needle in a haystack. You know your code is slow, but where exactly is the bottleneck? This is where continuous profiling comes in. In this blog post, we’ll explore how continuous profiling with Alloy and Pyroscope can transform the way you approach performance optimization.

Groq vs. GPUs: The future of AI inference in 2026

Back in 2016, Jonathan Ross founded Groq, the AI chip startup, which went on to enter a non-exclusive licensing agreement with NVIDIA for Groq’s inference technology (as part of a $20 billion deal). The name ‘Groq’ is commonly confused with X (formerly Twitter)’s Grok, which was launched in 2023 as a Gen AI chatbot. As demand for real-time AI continues to grow, inference has become one of the most important and expensive parts of the machine learning lifecycle.

Network Topology: Types, Diagrams, Tools & Enterprise Best Practices

Network topology describes how devices, connections, and data flows are arranged in a network. It is the blueprint of your network infrastructure. Both matter because they affect performance, scalability, and security. A well-designed topology ensures data reaches its destination quickly and reliably. A poor design creates bottlenecks, security gaps, and troubleshooting nightmares.

Getting Scout Data Into Your AI Workflow

If you’ve spent any time in developer tooling lately, you’ve probably noticed a pattern: every product is rushing to add a chatbot, an AI summary, or some kind of “magic” button. We get it — it’s tempting. But at Scout, we’ve been deliberately taking a different approach. Instead of building AI into our product first, we’ve focused on making Scout’s data accessible to the AI tools you’re already using.

Cost Saving Strategies That Help Construction Businesses Stay Competitive

Running a construction company today means balancing rising costs with competitive pricing. Margins can feel tight, yet there are smart ways to unlock savings without cutting quality or slowing projects down. To achieve these goals you need to think about improving efficiency, planning and resource utilization versus simply slashing costs. Here are key areas for construction companies to create improved profitability through sustainable and positively enhancing methods.

Top B2B SaaS Search Ads Agencies and Strategies That Drive Pipeline, Not Just Clicks

Most B2B SaaS companies running Google or Bing Ads are measuring the wrong things. They celebrate click-through rates and trial sign-ups. Meanwhile, the pipeline stays flat and the CFO starts asking uncomfortable questions about ad spend. The gap between clicks and pipeline is where most search ad programs fail. This roundup covers agencies that understand that gap and the strategies that close it.

The Growing Skills Gap in IT Operations and How Vocational Training Is Filling the Void

Employers are saying that qualified talent within the modern world of IT is hard to find. Businesses are investing heavily in cloud platforms, AI, and cybersecurity, but their teams often lack the hands-on expertise needed to manage them. A widening gap between technology demands and workforce readiness is reshaping how organisations think about training.

Working With a Local Remodeling Team: What to Expect

Hiring a local remodeling team should feel like you're handing the project to someone who has done this many times and knows how to keep it organized. The main expectation isn't perfection with zero surprises. The main expectation is a process that handles surprises without turning your home into a stressful, open-ended project..

The Role of Automation in Modern Financial Planning

Look, the financial sector's evolving at breakneck speed. If you're clinging to manual processes, you've probably noticed the pressure mounting. Today's financial planning landscape bears little resemblance to what existed even five years ago. Clients demand immediate responses, markets pivot without warning, and honestly, spreadsheet mistakes just aren't acceptable anymore.

Most Secure Crypto Trading Exchange: Privacy & Safety Ranked

The idea of "security" in crypto trading apps is no longer limited to basic passwords or simple verification steps. In 2026, users evaluate platforms based on how effectively they protect funds, prevent unauthorized access, and respond to real-world threats. The new approach to security evaluation processes two different aspects because it offers practical security testing methods which evaluate user experience instead of only measuring product features. Traders assess platform performance through their daily activities which include logging in and managing funds and handling suspicious activity instead of relying on brand names. The following ranking system uses actual security standards together with user control abilities to determine positions instead of relying on reputation.