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This coding run covered 8 different coding concepts. The agent read code before writing. That's the professional workflow. Understanding before acting leads to better results.
13s session. The agent made 247 tool calls over 445 events at an estimated cost of $0.42.
Session overview
Explore chapters and key moments below, or load the full transcript.
How the session unfolded
24 chapters covering the full arc from start to finish.
Understanding the Task
1 lessonThe agent receives instructions and plans its approach.
Running Commands
1 lessonUsing the terminal to run system commands.
Saving the Checkpoint
2 lessonsCommitting changes to create a permanent save point.
Running Commands
3 lessonsUsing the terminal to run system commands.
Inspecting the Code
1 lessonReading existing code to understand how things work.
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
18 lessonsUsing the terminal to run system commands.
Making the Changes
11 lessonsWriting and editing code to build the feature.
Validating the Result
3 lessonsRunning tests and typechecks to verify everything works.
Running Commands
19 lessonsUsing the terminal to run system commands.
Making the Changes
9 lessonsWriting and editing code to build the feature.
Validating the Result
2 lessonsRunning tests and typechecks to verify everything works.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Validating the Result
2 lessonsRunning tests and typechecks to verify everything works.
Making the Changes
1 lessonWriting and editing code to build the feature.
Saving the Checkpoint
9 lessonsCommitting changes to create a permanent save point.
Running Commands
4 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
6 lessonsUsing the terminal to run system commands.
Making the Changes
3 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
4 lessonsUsing the terminal to run system commands.
Highlights
The most notable things that happened, ranked by significance.
First Code Change
Task Received
Breakthrough