Category: AI
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Next-Level SRE: Experience-First Reliability with AI-Driven SLO Attribution
Most organizations can show you dashboards. Far fewer can show you a live, continuously computed SLO for a critical user journey — and even fewer can tell you what’s burning that SLO right now and why. That’s the difference between traditional monitoring and next-level SRE. Next-level SRE isn’t more charts. It’s a closed-loop system: Reliability…
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AI in Software Engineering: Speed, Scale, and the New Productivity Frontier
Artificial intelligence isn’t just a buzzword — it’s materially transforming how software gets built. In 2025–26, AI-powered coding tools have moved from niche experiment to core engineering workflow, reshaping everything from individual productivity to platform enablement across DevOps, DataOps, and delivery pipelines. Recent data shows this shift isn’t hype — it’s reality: These figures confirm…
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AI-Driven Observability with MCP: Query Your Entire System When Things Go Wrong
Modern distributed systems don’t fail loudly — they fail subtly. A small latency increase in one service cascades into customer impact three layers away. A misconfigured feature flag quietly degrades performance. A database connection pool exhausts itself under load. By the time humans notice, the system is already burning. This is exactly where Model Context…
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AI + AR: The Real Convergence Reshaping How We Work and See the World
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in AIThe next major technology shift isn’t about escaping reality—it’s about augmenting it. While virtual reality once dominated headlines, momentum has clearly shifted. Artificial intelligence is now the primary catalyst for transformation, and augmented reality (AR) is emerging as the most practical interface for bringing that intelligence into everyday workflows. Instead of fully immersive virtual worlds,…
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How AI Supported My Prostate Cancer Journey
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in AIIn this article, I share how artificial intelligence played an integral role in my prostate cancer journey—from diagnosis, treatment, and recovery—highlighting how technology can offer both professional and deeply personal support. When I think back to when I first received my prostate cancer diagnosis, it felt like my entire world shifted. The immediate concerns were…
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From AI to AGI: The Journey So Far and Where We Might Be Heading
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in AIArtificial Intelligence (AI) has made incredible strides over the past few decades. We’ve gone from simple rule-based systems to complex machine learning algorithms that can beat humans at games, recognize faces, and even generate text that sounds eerily human. But the Holy Grail of AI research remains Artificial General Intelligence (AGI)—machines that can understand, learn,…