Examples Software Engineering System Design 
Erik Bernhardsson
AUGUST 28, 2017
Here’s a dumb extremely accurate rule I’m postulating* for software engineering projects: you need at least 3 examples before you solve the right problem. Example plz. The same reasoning applies to system design but with a very different conclusion. Wait until you have at least three.
O'Reilly Media - Data
DECEMBER 10, 2019
Instead, we can program by example. We can collect many examples of what we want the program to do and what not to do (examples of correct and incorrect behavior), label them appropriately, and train a model to perform correctly on new inputs. In short, we can use machine learning to automate software development itself.
Erik Bernhardsson
AUGUST 28, 2017
Here’s a dumb extremely accurate rule I’m postulating* for software engineering projects: you need at least 3 examples before you solve the right problem. Example plz. The same reasoning applies to system design but with a very different conclusion. Wait until you have at least three.
Confluent
JULY 27, 2021
Serverless offerings in the cloud are a favorite among software engineers—a prime example are object stores such as AWS S3. For the system designer, however, it is an engineering challenge […].
CIO
APRIL 25, 2024
For LinkedIn, this was no different, as its road to LLM insights was anything but smooth, said LinkedIn’s Juan Bottaro, a principal software engineer and tech lead. For example, an early version of the revised job-matching effort was rather, for the lack of a better word, rude. Not enough dots were being connected.”
AWS Machine Learning - AI
MARCH 7, 2025
The following screenshot shows an example of the output of the Mozart companion displaying the summary of changes between two legal documents, the excerpt from the original document version, the updated excerpt in the new document version, and the tracked changes represented with redlines.
AWS Machine Learning - AI
MARCH 5, 2025
For example, if ground truth is generated by LLMs before the involvement of SMEs, SMEs will still be needed to identify which questions are fundamental to the business and then align the ground truth with business value as part of a human-in-the-loop process. For our example, we work with Anthropics Claude LLM on Amazon Bedrock.
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