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This coding run covered 12 different coding concepts. The agent read code before writing. That's the professional workflow. Understanding before acting leads to better results.
22h 13m session. The agent made 301 tool calls over 801 events at an estimated cost of $0.60.
Session overview
Explore chapters and key moments below, or load the full transcript.
74 chapters below
How the session unfolded
74 chapters covering the full arc from start to finish.
Understanding the Task
1 lessonThe agent receives instructions and plans its approach.
Running Commands
5 lessonsUsing 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.
Inspecting the Code
1 lessonReading existing code to understand how things work.
Running Commands
3 lessonsUsing the terminal to run system commands.
Making the Changes
10 lessonsWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
15 lessonsWriting and editing code to build the feature.
Running Commands
4 lessonsUsing the terminal to run system commands.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
2 lessonsWriting and editing code to build the feature.
Running Commands
1 lessonUsing the terminal to run system commands.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
6 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
4 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
1 lessonWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
4 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
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
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
15 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.
Making the Changes
8 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
1 lessonWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
5 lessonsUsing the terminal to run system commands.
Making the Changes
5 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.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
15 lessonsUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
9 lessonsUsing the terminal to run system commands.
Validating the Result
2 lessonsRunning tests and typechecks to verify everything works.
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.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Running Commands
1 lessonUsing the terminal to run system commands.
Making the Changes
1 lessonWriting and editing code to build the feature.
Running Commands
8 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
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.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
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
1 lessonUsing the terminal to run system commands.
Making the Changes
7 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
Making the Changes
5 lessonsWriting and editing code to build the feature.
Validating the Result
1 lessonRunning tests and typechecks to verify everything works.
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
1 lessonWriting and editing code to build the feature.
Highlights
The most notable things that happened, ranked by significance.
First Code Change
Running Tests
Running Tests
Running Tests
Running Tests
Task Received