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This site was built entirely through conversational programming — no code was read, written, or debugged by hand. These are the scrubbed transcripts of every Claude Code session used to build it, from initial setup through the feature you’re looking at right now.

167
sessions
3,049
turns
22,689
tool calls
165
plans
47 days33 conversations10 sessions excluded
Top tools
Bash7,025Read5,210Edit4,230Write1,291Grep1,270TaskUpdate698Glob677TodoWrite561

Highlights

Inventing Conversational Assessment

The session where the two-agent architecture is conceived: a hidden evaluator tracks understanding against a rubric while a separate interviewer conducts natural conversation. The instructor asks Claude to test it adversarially.

January 29, 2026

The Korvath Procedure

Inventing a fictional medical procedure to prevent LLM test personas from cheating. Real topics let persona LLMs draw on training data, defeating the test harness. A fictional topic makes the test genuinely measure the assessment pipeline.

February 2, 2026

Conversational Preparation Chats

A new interaction model emerges mid-session: AI-guided pre-class readiness with three-level criteria. After testing it, the instructor says: "OK, this is amazing. I'm learning a lot from interacting with it!"

February 5, 2026

Group AI Facilitation

Designing an AI facilitator that participates naturally in multi-student conversations, calls on specific students, tracks engagement, and suggests switching to face-to-face discussion. Agent-guided interaction is born.

March 19, 2026

Inductive LLM Exploration

Students generate their own questions about LLM behavior, AI aggregates them by theme, the instructor picks one, and the entire class investigates together. Bottom-up learning driven by student curiosity.

February 24, 2026

Building the Neural Network Demos

Creating the interactive digit recognition network and neuron explorer from scratch in TypeScript. The instructor iterates on the visual language: green for positive weights, orange for negative, thickness for magnitude.

March 9, 2026

Activity Framework Architecture

Designing the nested component architecture for in-class activities: stages, groups, roles, partner matching, and instructor controls. The scaffold that enables every interactive class moment.

January 25, 2026

CBTF Secure Testing

Building comprehensive adversarial security tests for proctored assessment delivery. Webhook signature verification, middleware restrictions, time-window access grants. 38 tests by the end of the session.

March 17, 2026

Friday, March 20, 2026

1 session · 40 turns

Thursday, March 19, 2026

1 session · 22 turns

Tuesday, March 17, 2026

2 sessions · 20 turns

Monday, March 16, 2026

1 session · 3 turns

Sunday, March 15, 2026

1 session · 18 turns

Saturday, March 14, 2026

5 sessions · 38 turns

Friday, March 13, 2026

1 session · 6 turns

Thursday, March 12, 2026

2 sessions · 82 turns

Wednesday, March 11, 2026

1 session · 19 turns

Tuesday, March 10, 2026

2 sessions · 69 turns

Monday, March 9, 2026

4 sessions · 72 turns

Thursday, March 5, 2026

2 sessions · 49 turns

Wednesday, March 4, 2026

3 sessions · 19 turns

Tuesday, March 3, 2026

3 sessions · 24 turns

Monday, March 2, 2026

4 sessions · 59 turns

Saturday, February 28, 2026

1 session · 2 turns

Friday, February 27, 2026

1 session · 4 turns

Thursday, February 26, 2026

6 sessions · 53 turns

Wednesday, February 25, 2026

3 sessions · 15 turns

Tuesday, February 24, 2026

4 sessions · 52 turns

Monday, February 23, 2026

4 sessions · 42 turns

Sunday, February 22, 2026

2 sessions · 20 turns

Thursday, February 19, 2026

2 sessions · 36 turns

Wednesday, February 18, 2026

4 sessions · 82 turns

Tuesday, February 17, 2026

10 sessions · 94 turns

Monday, February 16, 2026

3 sessions · 24 turns

Sunday, February 15, 2026

2 sessions · 25 turns

Saturday, February 7, 2026

5 sessions · 45 turns

Friday, February 6, 2026

1 session · 13 turns

Thursday, February 5, 2026

3 sessions · 84 turns

Wednesday, February 4, 2026

4 sessions · 61 turns

Tuesday, February 3, 2026

12 sessions · 124 turns

Migrate bin/ shell scripts to TypeScript

8:43 AM · 1h 1m
10 turns
Read35Bash26Edit25TaskUpdate18Grep10TaskCreate9Write7Task6Glob4AskUserQuestion1ExitPlanMode1

Add site footer

9:44 AM · 1h 12m
10 turns
Bash13Read11Edit11Grep8Write5Glob2Task1ExitPlanMode1

Commit footer credit update

10:56 AM · 37 min
5 turns
Read9AskUserQuestion4Bash3Task3Write2ExitPlanMode2Grep1Glob1

Generic partner roles with index-based content routing

11:33 AM · 1h 25m
4 turns
Edit14TaskUpdate12Read8Grep8TaskCreate6Bash4Task3EnterPlanMode1Write1ExitPlanMode1

E2E test for 2026-02-03 meeting page

12:58 PM · 2h 4m
12 turns
Bash39Read17Grep6Task4TaskUpdate4TaskCreate2Edit2AskUserQuestion2Write1TaskOutput1TaskStop1

Prevent silent migration failures

3:02 PM · 4h 6m
15 turns
Bash45Read28Grep22Edit12TaskUpdate10TaskCreate5Task5Glob4Write3AskUserQuestion2EnterPlanMode1ExitPlanMode1

Fix activity timer not stopping after session ends

7:08 PM · 28 min
9 turns
Bash23Edit12Read8TaskUpdate8TaskCreate4Grep2Glob2Skill1EnterPlanMode1Task1Write1ExitPlanMode1

Replace browser confirm() with Radix AlertDialog

7:36 PM · 43 min
19 turns
Read28Edit27Bash13TaskUpdate10Grep6TaskCreate5Task5Write2EnterPlanMode1AskUserQuestion1ExitPlanMode1

Group-aware completion counts + individual stage check-in

8:19 PM · 1h 18m
11 turns
Read54Edit52Bash41Grep19TaskUpdate14TaskCreate7Task5WebFetch3Glob2Skill1AskUserQuestion1WebSearch1EnterPlanMode1Write1ExitPlanMode1

Fix paywalled links and add link checker tool

9:37 PM · 34 min
14 turns
Read10Bash10TaskUpdate8Edit8Task7TaskCreate5AskUserQuestion5Write3Glob1Grep1TaskOutput1ExitPlanMode1

Update TODOS.md: group leave and join code items

10:12 PM · 24 min
11 turns
Bash8Read7Task4Edit3Grep1AskUserQuestion1Write1ExitPlanMode1

Thursday Creative Media Lab

10:36 PM · 14h 22m
4 turns
Read21Bash20Edit17TaskUpdate16Task9Write9TaskCreate8Grep4Glob2ExitPlanMode1

Monday, February 2, 2026

12 sessions · 97 turns

Can we add a Totals row to the e2e:test output in the same format as the per-...

8:33 AM · 1h 33m
14 turns
Bash21Read12Edit9Task8Grep6WebSearch6WebFetch5Write4AskUserQuestion2ExitPlanMode2

Plan: February 3 Meeting Activity + Blog Post

10:07 AM · 25 min
4 turns
Bash11Read10Task7Write3Glob2Grep2Edit1AskUserQuestion1EnterPlanMode1ExitPlanMode1

Plan: E2E Test for Mixed Grouped/Individual Activity Stages

10:32 AM · 4h 58m
3 turns
Read34Bash18Grep11Edit9Task8TaskUpdate8TaskCreate4Write4AskUserQuestion1ExitPlanMode1

Plan: Homepage Feature Showcase + Activity Preview for Visitors

3:30 PM · 19 min
5 turns
TaskUpdate15Read12Bash11Edit7TaskCreate6Task4Glob2Write2AskUserQuestion2TaskOutput1ExitPlanMode1

Plan: `/geoff-post` Slash Command + First Audio Blog Post

3:48 PM · 36 min
5 turns
Read15Bash11Edit6TaskUpdate4Write4TaskCreate2Glob2Grep2EnterPlanMode1Task1ExitPlanMode1

Plan: Add TOC Sidebar to Prose by Default

4:24 PM · 27 min
6 turns
Bash13Read11TaskUpdate8Edit7TaskCreate4Task3Glob2AskUserQuestion2Grep2WebSearch1WebFetch1ExitPlanMode1

Plan: Email OTP Login for Non-Illinois Users

4:51 PM · 2h 31m
4 turns
TaskUpdate10Read7Bash7TaskCreate5Edit5Task2Glob2Write2ExitPlanMode1

Plan: Switch from emailOTP to magicLink

7:21 PM · 1h 30m
20 turns
Bash55Read20Grep18Edit14Glob9Task6WebSearch4WebFetch4Write2TaskOutput2TaskStop2EnterPlanMode1AskUserQuestion1ExitPlanMode1

Plan: Fix login centering + Rename to "Understanding AI"

8:51 PM · 32 min
12 turns
Read28Edit27Bash12TaskUpdate6TaskCreate3AskUserQuestion3Write3ExitPlanMode2WebSearch2TaskOutput1EnterPlanMode1Task1WebFetch1

Add course summary + University of Sydney quote

9:23 PM · 32 min
14 turns
Read19Bash17Edit7Task6Grep2Glob1AskUserQuestion1Write1ExitPlanMode1

Show meeting activity content to unauthenticated users

9:55 PM · 21 min
4 turns
Read19TaskUpdate14Edit14Bash8TaskCreate7Glob2Task1AskUserQuestion1Write1ExitPlanMode1

Unified deploy commands

10:16 PM · 10h 28m
6 turns
Read28Bash8TaskUpdate6Edit5TaskCreate3Write3Task3ExitPlanMode1

Sunday, February 1, 2026

3 sessions · 30 turns

Saturday, January 31, 2026

2 sessions · 39 turns

Friday, January 30, 2026

2 sessions · 25 turns

Thursday, January 29, 2026

8 sessions · 80 turns

Wednesday, January 28, 2026

1 session · 8 turns

Tuesday, January 27, 2026

6 sessions · 132 turns

Monday, January 26, 2026

6 sessions · 76 turns

Sunday, January 25, 2026

7 sessions · 99 turns

Thursday, January 22, 2026

7 sessions · 159 turns

Wednesday, January 21, 2026

3 sessions · 177 turns

Monday, January 19, 2026

5 sessions · 222 turns

Sunday, January 18, 2026

3 sessions · 108 turns

Wednesday, January 14, 2026

1 session · 404 turns

Tuesday, January 13, 2026

1 session · 77 turns