THE OPEN NOTEBOOK
Resources & field notes
Explore practical methods, documented work and the UPMI research archive.
17 resources
Connecting architecture-law slides, teaching notes, and quizzes
A Windows Codex workflow grew from a planned 50-minute lecture into illustrated teaching material and separate student quizzes. The case distinguishes recorded completion from files checked today.
Building evidence appendices and editable presentation charts
A Bucheon Sangdong research-presentation workflow linked calculations to evidence appendices and refined chart comparisons and table labels. Windows Codex records were checked alongside a surviving presentation package.
Preserving Telegram attachments with a verifiable local record
A Codex-built saving tool turned OpenClaw attachments into local files with an audit index. Account-selection and media-path failures were repaired, then saved files were checked against their recorded sizes and hashes.
Why an OpenClaw model comparison first needed a better evaluator
Four models completed 96 runs across eight tasks in the same secretary environment. The useful findings included a trace-parser defect, structured-output failures, and limits in the evaluation itself.
Turning a broken Hangul form into a reusable skill repair
A HWPX editing failure came from treating a table’s enclosing paragraph as editable body text. Codex narrowed edits to cell paragraphs and carried the fix into OpenClaw’s generator and skill instructions.
Checking architectural translations at sentence and page level
How a lecturer’s terminology and editing decisions became repeatable Codex checks: translation samples, text-and-illustration separation, and a 337-page layout audit.
Turning a 16-week building codes outline into a school course plan
A Codex project connected curriculum research, learning outcomes, assessment design, and school form entry. The difference between a 16-week draft and a 15-week school system shows why a course plan needs operational review after drafting.
Moving Windows to a new SSD: proving the machine boots
A Codex-assisted HP workstation migration, with separate checks for the backup, the data partition and two successful boots from the replacement SSD.
Bucheon Sangdong: research deliverables made with agents
A research production case that separates what agents produce from the decisions people make.
From research to a published web report
How UPMI connects report text, imagery, and article cards in one publishing workflow.
Designing an agent's role around the task
Separating drafting, review, and delivery makes automation and human decisions easier to understand.
Turning a plan into working documents
An urban-regeneration research note on turning a broad vision into tasks with owners, dates, and evidence.
Migrating 98,285 documents—and verifying every selected file
A NAS migration combining file selection, source-preserving copies, recovery and full checksum verification. This case is based on the completion record dated 21 August 2026.
Connecting an existing wall controller to HomeKit
A record of verifying RS485 control and building a HomeKit bridge around existing equipment. Six lighting circuits, five heating zones and ventilation controls were checked, with control results separated from automation claims.
A Raspberry Pi 3 bridge for an Apple TV Ethernet connection
An experiment connecting a Raspberry Pi wireless uplink to an Apple TV Ethernet link through VXLAN. Based on configuration, recovery notes and a short playback observation from 26 August 2026.
Building a quiz workflow for a 91-student course
A quiz workflow for an architectural-regulations course at Inha Technical College, covering admission, timing, answer persistence, submission and semester rollover. Student records and current assessment content are not published.
What counts as useful work by an AI agent?
A practical record of inputs, agent tasks, human review and finished deliverables.