Blog, page 11
Amit's notes
My personal views only.
How to prompt engineer like a pro
Great prompts are discovered through iteration, not designed upfront. After testing hundreds of prompts across multiple models at Tallyfy, here is what actually works for professional prompt engineering.
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RAG security: Why it amplifies your existing posture
RAG systems do not create new security risks - they amplify your existing data security posture. OWASP ranked sensitive data disclosure as the number two LLM risk in 2025. Weak access controls become glaringly obvious when your AI can retrieve everything you forgot you had.
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Stop talking AI features, start talking career benefits
Most companies communicate AI changes like feature announcements. Mercer research shows fewer than 20% of employees have heard from their manager about how AI affects their role. Mid-size companies have a unique advantage and can make it personal.
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Claude Computer Use - why the Chrome plugin misses the point
Claude Computer Use from Anthropic scores 61.4 percent on the OSWorld benchmark for full-desktop control. Yet everyone rushes to build Chrome extensions that cover roughly 10 percent of the real problem. Browser automation is not the revolution.
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