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📑 Project Index - Quick Navigation
Serves as a central navigation hub linking all documentation, configuration, and deployment files for a DevOps capstone project.
TECHNICAL SPECIFICATION DOCUMENT
Specifies a remote file access agent for AArch64 Linux that communicates via a custom RPC protocol over TCP.
Unit02
Outlines a 9-hour academic unit on operations strategy with readings, lectures, and a graded writing activity.
Browser HITL Implementation Guide
Maps the architecture, state machines, API modules, and test coverage for a browser-based human-in-the-loop authentication system.
Lab Exam: Build and Deploy a NestJS Backend with PostgreSQL Using Docker
Defines a 6-task lab exam for building a NestJS backend with PostgreSQL, Docker, and TypeORM, including CRUD for a User entity.
🤖 AI-Powered Test Automation
Introduces AI and ML techniques for test automation, covering tools, self-healing tests, test generation, and predictive execution.
OOP Calculator Part 2 - Work in Progress (WIP)
Defines an OOP calculator assignment rubric with grading criteria, vocabulary, and step-by-step instructions for implementing encapsulation, inheritance, polymorphism, and abstraction.
Use of AI Coding Assistant Tools in the Project
Answers common questions about using AI coding assistants in the project and provides prompt examples for ChatGPT.
There are two coding questions in this assignment.
Defines two Java homework assignments: string analysis with conditionals and a palindrome checker with loops.
GEN AI P5 Chatbot Feedback
Collects student feedback on a course-specific chatbot, including Likert-scale ratings and open-ended comments across multiple interactions.
CLAUDE.md - NPRE 412 Repository Documentation
Documents a university course repository's structure, build commands, and conventions for a Claude Code assistant.
CSSS 508
Serves as the course homepage for CSSS 508, linking to lectures, homework, and resources for learning R for social scientists.
Coding Rubric
Defines a five-category grading rubric for student programming assignments, with three performance levels per category.
常见问题解答 | FAQ
Answers 30 common questions about installing, configuring, and using an AI testing skills library across Cursor, Claude Code, and Kiro.
Single Page Applications Sprint Challenge
Defines a sprint challenge for building a pizza order form with React, including validation, routing, and Cypress testing.
Course syllabus
Lays out a 10-week remote Python oceanography course with assignments, grading, and COVID-era policies.
Instructions to the Evaluator (delete this section)
Provides a peer-evaluation rubric for student teams to assess and improve each other's open-source project materials.
proj1rubric
Scores a software project against a 90-item rubric covering documentation, testing, community, and licensing practices.
FIFO Evals Client - Migration Guide
Replaces a synchronous evaluation script that times out on large jobs with an async FIFO queue client that handles up to 10,000 prompts without failure.
JP Tasks
Runs Japanese language model evaluations across 12 tasks, covering QA, NLI, classification, and summarization benchmarks.
Ralph vs Oneshot: Capability Eval Results
Compares two agent harnesses (Ralph vs oneshot) on coding tasks, finding marginal quality gains at 1.5-5x higher cost.
Pull Request Review Rubric
Defines a multi-tier rubric for reviewing pull requests against AWS Well-Architected standards across seven architectural dimensions.
Hybrid RAG Chatbot Tasks
Tracks a RAG chatbot's development backlog with 30+ completed and 20+ planned tasks across monitoring, retrieval, and UX.
Model and Prompt Evals for a Clinical Charting App Using LLMs in Production
Runs 10 iterations of 8 OpenAI and Anthropic models against a single transcript to compare cost, speed, and output quality for structured SOAP note generation.