Agent Requirements Document (ARD) and Context Engineering Foundations
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Applied AI is an invite-only community for Operators. We help each other to get ready for the AI age through webinars, learning materials, and community discussions.
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Session: Study Group Showcase – What Our Community Is Building
🗓️ August 9, 2025 (Saturday)
🕙 10:00 AM IST
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Session content
In this session, we have Tarun Muvvala taking us through Context Engineering for LLMs. Tarun is the founder of Fint, an AI platform to solve finance and accounting problems.
Here's the agenda for the session:
Frameworks and Tips to write an Agent Requirements Document (ARD):
ARDs combine business goals, technical specs, and design needs into one clear framework. PMs must own the ARD to understand what happens behind the scenes in agents. This helps them verify, evaluate, and ensure agents are transparent and reliable.
By aligning teams early, ARDs reduce confusion, improve accuracy, and make agents verifiable and user-friendly.
Why it matters: Less guesswork. Faster iteration. PMs stay in control.
Who is it relevant for?
This session is aimed at Product managers and builders. This will give you clarity around how to create the right context to your LLMs to create the best products.
Who runs Applied AI?
Bala is the founder of ZORP with 17 years of technology and product experience.
🔗 Connect with Bala
Praveen is a product leader and ex-Director at Swiggy, now working on his own startup.
🔗 Connect with Praveen
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