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AI May Make Work Feel Faster Without Making It Faster
AI can cut the effort a task takes without cutting the time it takes — and that gap quietly distorts how we judge productivity.
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When Networks Become Players
A Beta Tester Life review of Sungwook Kim’s Game Theory for Intelligent Network Control Paradigm, and why autonomous infrastructure needs incentive design.
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Hyperadaptive Is a Blueprint for Rewiring the Enterprise Around AI
A Beta Tester Life review of Melissa M. Reeve’s Hyperadaptive, exploring AI-native operating models, enterprise rewiring, and adaptive leadership.
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AI Coding Has Moved the Bottleneck From Creation to Verification
AI coding assistants speed up creation, but the real engineering bottleneck is now review, correction, testing, and trust.
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Progressive Delivery: The Missing Loop in DevOps
Read or skip? Read, especially if you work in product, DevOps, platform engineering, Agile delivery, AI adoption, or organisational change. This is not just a book about feature flags. It is a book about why modern delivery keeps colliding with human tolerance. Why this book matters now Most technology organisations have spent the last twenty…
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How to Define Value Level Indicators (VLIs) in Practice: A 5-Step Guide
How to Define Value Level Indicators (VLIs) in Practice: A 5-Step Guide Your dashboard is green. Latency is fine. Error rate is fine. Uptime hit four nines last quarter. Your CFO walks in and asks why renewals are flat. You don’t have an answer. This is the reliability-value gap. And it’s exactly what Value Level…
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Why 95% of AI Projects Fail – And the Evaluation Tools Changing That
MIT research shows 95% of enterprise AI projects deliver zero returns. Discover how AI evaluation tools like Braintrust, Arize, Galileo, and Fiddler are helping the 5% succeed.
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Most AI pilots fail not because the technology doesn’t work, but because nobody cleared space in people’s calendars to actually use it.
The Capacity Problem Nobody Talks About Most AI pilots don’t fail because the technology is bad. They fail because you launched a new tool into a calendar already running at 120%. The Real Blocker Isn’t Resistance When adoption stalls, the instinct is to blame culture. Or training. Or comms. But ask anyone on the ground…
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Vibe Coding vs. Agile vs. Waterfall: The Rise of Intent-Driven Delivery
Generative AI tools like Cursor and Replit are revolutionizing software development with ‘vibe coding’—rapid, intuitive development at the speed of thought. But as engineering leaders grapple with balancing AI-driven speed against enterprise-grade reliability, a new paradigm emerges: Intent-Driven Delivery. Discover how this hybrid approach synthesizes the best of Agile adaptability and Waterfall governance, empowering developers…
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Speed is easy. Control is the strategic imperative.
In the world of Agile and DevOps, we obsess over “Speed” (Lead Time) and “Autonomy” (Empowered Teams). But when you work in Critical National Infrastructure—like my current work on the UK’s national gas IT system—you learn very quickly that connecting those two pipes without a valve is dangerous. I love this visual because it perfectly…
