#Discovery

Articles about Discovery — exploring patterns, best practices, and real-world implementations in production systems.

2 posts tagged with discovery. ← All posts

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Pratik Dhanave · ·7 min read

Discovery and Problem Framing

The problem a customer first describes is almost never the problem worth solving — an FDE's first job is to dig until the real one surfaces.

The problem a customer first states is rarely the one worth solving: discovery techniques (ask why, watch real work, find the decision), the jobs-to-be-done lens, mapping stakeholders and constraints, and writing a confirmed problem frame.

Pratik Dhanave · ·8 min read

Understanding the Problem

The single most common way products fail is also the most avoidable: they solve a problem nobody actually has, or solve a real problem the wrong way, because no one deeply understood the problem first. Engineers and PMs alike are wired to jump to solutions — it's more fun to build than to investigate — but the discipline that separates good product management from expensive guessing is falling in love with the problem, not the solution. Understanding the problem deeply, before building, is where good products begin.

The most common way products fail is also the most avoidable: they solve a problem nobody has, because no one understood the problem first. Engineers and PMs alike are wired to jump to solutions, but the discipline that separates good PM from expensive guessing is falling in love with the problem, not the solution.

All posts on this site are written by Pratik Dhanave, an Agentic AI Architect with 7+ years building production distributed systems, multi-agent AI platforms, and cloud-native infrastructure. About the author → Each article includes working code, architecture diagrams, and references to the specific frameworks and standards discussed. Browse all posts or explore related topics using the tag cloud above.