Blog
Practical perspectives on AI, data, digital engineering, and industry technology from CapeStart’s teams.
October 7, 2026
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By Anish Kumar A
Stop Writing Code, Start Directing AI: The Future of Software Engineering
AI Coding Agents A few years ago, the exciting part of AI in my work was watching it finish my lines of code. That already feels dated. For…
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September 30, 2026
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By Kavin Xavier
AI Operators: Building Pharma’s Next Digital Growth Engine
AI Operator in Pharma Pharma has spent the past decade teaching artificial intelligence (AI) to recognize patterns, identify risks, and generate insights from increasingly complex data. Models can…
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September 22, 2026
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By Dinesh Babu Rajendran
Crisis and Reputation Management in the AI Era: Building Corporate Trust
AI Reputation Management In the era of modern digital communications, AI Reputation Management has become critical as fabricating a convincing allegation against a company now takes minutes while…
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September 16, 2026
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By Aldrin M
Building Intelligent Test Automation with Playwright and the Model Context Protocol
AI Test Automation In modern software development, AI Test Automation plays a vital role in preventing test suite decay. A single design refresh can invalidate hundreds of locators…
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September 9, 2026
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By Manjula N
“Anyone Can Build”: What AI Changed for People Like Me
AI’s Impact on Human Skills I still remember a dialogue from Ratatouille, one of my favourite movies: “Anyone can cook.” I must have watched that movie more than…
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August 19, 2026
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By Praveen Kumar Gunasekaran
Building Accessible Applications: Why WCAG 2.1/2.2 Compliance Matters in 2026
Web Content Accessibility (WCA) is the practice of designing and developing websites, applications, and digital content so that people with disabilities can perceive, understand, navigate, and interact with…
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August 12, 2026
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By Joevishah Mergil
How MCP Architecture Scales AI Systems: Sampling & Roots Explained
Evolution of Model Context Protocol AI Architecture Most AI applications follow a familiar pattern: You call a model, it generates a response, and then the process repeats. This…
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August 5, 2026
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By Athiselvam N
From Prompt to Production: Building Enterprise-Grade AI Systems Without Fine-Tuning
When Prompts Become Production Infrastructure Imagine you’re a medical researcher going through thousands of clinical papers to synthesize evidence on a new heart drug. In the past, you’d…
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July 30, 2026
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By Kavin Xavier
The Operator Era in Pharma: When AI Does the Real Work
The Operator Era in Pharma has arrived. Artificial intelligence is no longer limited to answering questions or generating drafts. It is beginning to execute real work across pharmaceutical…
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