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Explore cutting-edge insights on AI-native engineering, data platforms, and modern product development

Recent Posts

Revenue team reviewing AI-assisted business analytics and code on a screen to turn data insights into better decisions.

Revenue Intelligence: How to Turn Data Into Revenue Growth

GenAI & Business Intelligence

Revenue teams don’t have a data problem. They have a decision problem. Discover how connected data, AI, and better workflows can turn scattered signals into faster action and measurable revenue growth

Oct 19, 2026
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11 min read
Infographic on AI in software development showing 84% AI adoption, 66% frustration with almost-correct AI solutions, and 46% distrust in AI output accuracy, based on Stack Overflow's 2025 Developer Survey.

AI in Software Development: Why Judgment Matters

AI in Development

AI speeds up code generation, but human judgment still matters. Girish Chandra explores how AI is changing software development, code quality, developer roles and customer value for IT services teams.

Oct 15, 2026
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7 min read
AI in Cybersecurity: Why the Feedback Loop Wins

AI in Cybersecurity: Why the Feedback Loop Wins

Agentic AI

Cybersecurity is shifting from static defense to competing feedback loops. Learn how AI reshapes attacker and defender speed, and why engineered feedback wins.

Aug 30, 2026
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7 min read
Loop Engineering: Designing AI Systems That Don't Need Constant Prompting

Loop Engineering: Designing AI Systems That Don't Need Constant Prompting

Agentic AI

Discover why production AI needs Loop Engineering, not just prompt engineering. Learn the four building blocks for scalable, governed AI systems.

Aug 21, 2026
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6 min read
Token Economics: The Operating Discipline Behind Scalable AI

Token Economics: The Operating Discipline Behind Scalable AI

AI-Ready Data Architecture

AI pilots that work don't always work economically. Here's the four-question framework enterprises use to control token costs at scale.

Aug 04, 2026
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6 min read
The Productivity Measurement Problem: Why Copilot Acceptance Rate Is the Wrong Metric

The Productivity Measurement Problem: Why Copilot Acceptance Rate Is the Wrong Metric

Data Engineering

Copilot acceptance rate is climbing, but your sprint velocity isn't moving. Learn why outcome-based metrics are the measure of AI engineering ROI.

Jul 01, 2026
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5 min read
When AI Enters the CI/CD Pipeline: What Changes, What Breaks, and What to Fix First

When AI Enters the CI/CD Pipeline: What Changes, What Breaks, and What to Fix First

DevOps

AI in your CI/CD pipeline delivers real gains and real compliance exposure. Learn the governance sequence that lets teams capture the upside without failing the next audit.

Jul 13, 2026
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7 min read
AI-Generated Tests vs. Real Test Coverage: How to Tell the Difference

AI-Generated Tests vs. Real Test Coverage: How to Tell the Difference

Data Engineering

Learn why AI-generated tests inflate coverage metrics without improving real protection against production failures.

Jul 08, 2026
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6 min read

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