Let's do some Jeffrey prompts to see how we can make this better
This coding run covered 6 different coding concepts. The agent read code before writing. That's the professional workflow. Understanding before acting leads to better results.
14h 24m session. The agent made 1,515 tool calls over 2,064 events at an estimated cost of $3.45.
Session overview
Explore chapters and key moments below, or load the full transcript.
102 chapters below
How the session unfolded
102 chapters covering the full arc from start to finish.
Understanding the Task
1 lessonThe agent receives instructions and plans its approach.
Running Commands
2 lessonsUsing the terminal to run system commands.
Inspecting the Code
1 lessonReading existing code to understand how things work.
Running Commands
13 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
6 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
8 lessonsWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
13 lessonsUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
11 lessonsWriting and editing code to build the feature.
Running Commands
11 lessonsUsing the terminal to run system commands.
Making the Changes
4 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
12 lessonsUsing the terminal to run system commands.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Running Commands
7 lessonsUsing the terminal to run system commands.
Making the Changes
6 lessonsWriting and editing code to build the feature.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
9 lessonsUsing the terminal to run system commands.
Making the Changes
9 lessonsWriting and editing code to build the feature.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
12 lessonsWriting and editing code to build the feature.
Running Commands
9 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
7 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
6 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
6 lessonsWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
4 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
8 lessonsUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
7 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
10 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
4 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Running Commands
11 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
2 lessonsUsing the terminal to run system commands.
Highlights
The most notable things that happened, ranked by significance.
First Code Change
Task Received
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough
Breakthrough