Update README.md

add original text from RP

Author: ekpatrice

examples/README.md

@@ -10,4 +10,23 @@ docker-compose up --build
 These are very simple projects where the application is basically one `while true` loop and inside that loop it calls a slow function and a fast function. Slow function takes about 80% of the time and the fast one takes about 20%.
 
 
-Text
+# How Pyroscope works
+Pyroscope is open-source software that allows you to continuously profile your code to debug performance issues down the line of code.
+If you haven't used profilers before, then welcome. 
+![pyroscope_diagram_no_logo-01](https://user-images.githubusercontent.com/23323466/104868724-1194d680-58f9-11eb-96da-c5a4922a95d5.png)
+If you are familiar with profiling / flamegraphs, then you should know that Pyroscope:
+- Requires very minimal overhead
+- Is designed in a way that **it can store years of your applications perf data down to 10 second granularity.** 
+There are two main components that allow Pyroscope to do this:
+## Pyroscope agent
+The Pyroscope agent wraps around your Python, Ruby, or Go application to poll the stacktrace (100 times per second) to calculate which function is consuming your CPU resources. 
+This simply means that 100 times a second Pyroscope records what function is currently using CPU to do some work or calculate something. 
+## Pyroscope Server
+Pyroscope records and aggregates what your application has been doing, it then sends that data to the Pyroscope server over port `:4040`
+Then here, the data is processed, aggregated, and stored ([BadgerDB](https://github.com/dgraph-io/badger)) in a way which allows for you to **quickly** query any time range:
+- [x] all of 2020
+- [x] that one day that weird thing happened last month
+- [x] that time you deployed on a friday and everything went to s*** and nobody knew why
+- [x] A random 10 second span anytime ever that you only are querying to see if this is legit
+We've been running a demo in production for a while now.  Check out our [Demo Page](https://demo.pyroscope.io/) and select any time range to see how quick it is! 
+![image](https://user-images.githubusercontent.com/23323466/104861560-2ebfaa00-58e5-11eb-862e-3481f294cbcf.png)