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harness

AI Deployment in Production: Orchestrate LLMs, RAG, Agents | Harness Blog

Mar 26, 2026 By Chinmay Gaikwad In Harness
For the past few years, the narrative around Artificial Intelligence has been dominated by what I like to call the "magic box" illusion. We assumed that deploying AI simply meant passing a user’s question through an API key to a Large Language Model (LLM) and waiting for a brilliant answer.
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meshiq

Beyond the Queue: Modernizing Legacy Middleware with Apache Kafka 4.x

Mar 26, 2026 By meshIQ In meshIQ
Apache Kafka 4.x eliminates the final barriers to legacy middleware modernization. With KRaft mode removing ZooKeeper dependency and native queue semantics bridging the gap, enterprises can finally transition from point-to-point messaging to event-driven architectures.
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cloudzero

Jensen Huang's warning: lead the AI transition - or finance it

Mar 26, 2026 By Erik Peterson In CloudZero
The wrong people got the most attention from Jensen Huang’s comments last week. Huang told the All-In Podcast that he’d be “deeply alarmed” if a $500,000 engineer consumed less than $250,000 in AI tokens annually. Within 48 hours, the discourse collapsed into a compensation debate.
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cloudzero

AWS VPC Peering Vs. Transit Gateway: Which To Choose And Why [2026]

Mar 26, 2026 By Lyne Carolyne In CloudZero
VPC peering can be simple and cost-effective in smaller setups. For growing multi-account platforms, Transit Gateway can offer predictable structure and centralized governance. But that’s not all. AWS VPC peering connects two VPCs directly with no hourly fee — simple and cost-effective at small scale, but it creates an unmanageable mesh as your VPC count grows.
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appsignal

Monitoring Your App Without Running Your Own Prometheus Stack

Mar 26, 2026 By Osinachi Okpara In AppSignal
Prometheus and Grafana are the default monitoring recommendations across DevOps blogs, Reddit, and Hacker News, and for good reason. Prometheus is open-source and backed by the CNCF, but it’s not actually a complete monitoring system. It’s more of a metric collection engine.
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ivanti

Stop The Real Costs of Paper Documentation

Mar 26, 2026 By Rob DeStefano In Ivanti
Proof of condition — it’s been around for decades and serves to verify the integrity of everything from material goods to heavy equipment and myriad assets in between. A paper process from the beginning, it has been accompanied by photographs, rubber stamps, and signatures along the way. Still, hard to believe that a quarter way through the 21st century, with ubiquitous mobile device options, so many of these processes continue to reside on clipboards.
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broadcom

Debunking the Myth of the Homogeneous Network

Mar 26, 2026 By Mehul Patel In Broadcom
If you have been in network operations for more than a week, you know the dream of the single vendor shop is exactly that, just a dream. In the practical reality of your daily job, the network is a diverse, chaotic ecosystem. It is a complex stack in which layers of technology from different times and vendors coexist, often uneasily.
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ScienceLogic

Observability Is Now a Boardroom Priority Even If Nobody Wants to Say It Out Loud

Mar 26, 2026 By ScienceLogic In ScienceLogic
Executives rarely state the full truth publicly, but inside boardrooms the conversation has changed. Observability, once viewed as a technical capability deep within operations, has become a strategic requirement for understanding business performance. Leaders may not always use the term itself, yet they focus intensely on the outcomes it promises. Their environments have grown too fast, too fragmented, and too interdependent for traditional visibility approaches to keep pace.
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cortex

QA, AI, and the return of the adversarial mindset

Mar 26, 2026 By Cortex In Cortex
The best QA engineers are always asking themselves (and others around them) what might break. When engineering teams shifted to agile delivery, that mindset largely moved out of dedicated roles and into the background. Automated testing took over the repetitive work, developers owned quality end-to-end, and velocity improved. What didn't carry over was the habit of looking at a feature and asking how a real user, an edge case, or unexpected load might expose it.
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Most Secure Crypto Trading Exchange: Privacy & Safety Ranked

Most Secure Crypto Trading Exchange: Privacy & Safety Ranked

Mar 26, 2026 By OpsMatters In OpsMatters
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.
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