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Optical Freedom in the Age of AI: Why Thin Transponders Are Reshaping Optical Network Design

Jul 21, 2026 By Mitch Simcoe In Ribbon

AI is driving the next wave of digital transformation, but it is also creating an unexpected challenge for network operators: optical capacity is becoming a strategic bottleneck. The same AI boom fueling billions of dollars in data center investment is placing unprecedented demand on optical networking infrastructure.

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Introducing Harness Agent DLC: Extending your SDLC to AI Agents

Jul 21, 2026 By Harness In Harness

Harness Agent DLC: Ship AI Agents to Production Safely Building an AI agent is easy. Getting one into production safely is where teams get stuck. Harness Agent DLC extends the software delivery lifecycle to AI agents, giving teams a clear path to evaluate, deploy, secure, observe, and optimize agents in production. Learn more: Because agents dynamically choose their own tools, APIs, and actions, their behavior can change every time they run. Harness Agent DLC gives engineering teams the controls needed to move beyond experiments and operate agents safely at scale.

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Spike's MCP is here

Jul 21, 2026 By Spike - incident response platform In Spike

Connect Spike to Claude, Cursor, or any MCP-compatible tool and manage incidents through natural language. Ask your AI what's critical. Tell it to acknowledge an outage. Have it build an on-call schedule. Spike is now wherever you work.

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SDLC Phases and the Reliability Gap AI Can't Close

Jul 21, 2026 By Lightrun Team In Lightrun

Decisions in each SDLC phase from planning to design, development, testing, deployment, and maintenance are made without sight of live production behavior. AI coding agents are widening that visibility gap faster, working faster than human engineers ever could. This piece maps exactly how this gap presents at each phase, and the harm that this brings.

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Is AI about to kill every SaaS company?

Jul 21, 2026 By Megaport In Megaport

Webflow CEO Linda Tong pushes back on the narrative everyone’s been repeating this year.

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I'll have my AI agent call your AI agent: Battle for your digital hub

Jul 21, 2026 By Sumo Logic, Inc. In Sumo Logic

On this episode of Masters of Data, we unpack what it actually means to expect AI to be the primary interface for everything we do. We dig into the pull toward centralizing work in a single hub like Claude versus staying spread across specialized tools like Slack, Asana and Zoom, and where the line sits between helpful automation and letting an agent speak on your behalf. We also get into the "chief of staff" agent workflow for daily roundups and why specialized, best-of-breed tools aren't going anywhere, even as hubs get smarter.

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Actionable Intelligence, Not Artificial Intelligence: What AI in Data Center Management Actually Requires

Jul 21, 2026 By Jad Jebara In Hyperview

“AI-powered” has become a marketing label applied to almost any data center software feature. A more useful and precise term is actionable intelligence — a four-level maturity model (descriptive, diagnostic, predictive/prescriptive, and cognitive) that shows whether a platform’s AI claims are backed by real data infrastructure or just a chatbot layered on top of an incomplete system.

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AI's Role in Enhancing Digital Commerce Operations

Jul 21, 2026 By OpsMatters In OpsMatters

Artificial intelligence is quickly becoming a must-have for digital businesses, not just a nice-to-have. For companies looking to sharpen their operations, AI offers powerful ways to predict what's next, smooth out customer interactions, and keep transactions safe. It's not about replacing people, but giving them better tools. This lets teams focus on big-picture strategy while AI crunches data and automates tasks. This shift is changing what's possible in terms of how efficient a business can be, how happy its customers are, and how much it can grow.

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Fable or Opus: Inside Claude Fable5's Guardrails, Fallbacks, and a Turbulent First Month

Jul 21, 2026 By OpsMatters In OpsMatters

Anthropic's most capable public model sometimes quietly hands your question to a different model. Here is when, why, and what users have actually run into.

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How AI Tools Are Reshaping Knowledge Work

Jul 21, 2026 By OpsMatters In OpsMatters

Knowledge work has always meant sitting with information, making sense of it, and turning it into something useful. That could be a report, a lesson plan, a research paper, or a business strategy. For a long time, this process depended almost entirely on human effort. You read, you took notes, you organized your thoughts, and slowly you built understanding. Today, that process looks different.

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