Case Studies

Real projects. Real numbers.

These are production outcomes from agentic engineering workflows. Each one names the numbers, the failures, and what made it work.

01
TypeScriptOpen Sourcenpm

TypeScript OpenAPI Toolchain

Built in one week of spare time. 128/129 real-world specs. Published to npm.

128/129 specs pass 4 packages, 128-spec CI matrix, full-stack E2E, stable release.
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02
OCRFull-stackSide Project

OCR Receipt Scanner

Three phases, one session, five critical bugs, one very satisfying number.

97.78% confidence 97.78% OCR confidence on real camera photos. All five bugs found and fixed.
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03
AutomationCI/CDEnterprise

Slack-Driven Autonomous PR Pipeline

One message in Slack. No code written by hand. PR ready in 21 minutes.

21 min: message to PR Ticket to CI-green PR in under 21 minutes. Team colleagues engaged in the thread.
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What you'll find in each case study

Problem The real starting point: what needed to be built and why it was not trivial.
Approach How agentic workflows were structured and what decisions shaped the execution.
Failures The bugs, bottlenecks, and surprises. What real-world data breaks that test data does not.
Outcome The numbers. Not estimates or projections: measured results from shipped work.

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