All Documents
3,528 documents available
1. General Questions on ML Pipelines
Answers 30 interview-style questions covering ML pipeline stages, versioning, monitoring, testing, CI/CD, MLOps, security, and ethics.
Installing dependencies
Explains RAG concepts and provides a complete Python script to build a FAISS vector index and answer questions using Google Gemini.
Utility Functions API Reference
Documents every utility function in OpenTwig, covering build pipeline, configuration, theme management, content generation, file operations, and CLI utilities.
LostFound Guard - High Level Design (HLD) Document
Describes a cloud platform for recovering lost items via NFC, QR codes, and courier logistics with payment processing.
Viva/Presentation Q&A — DAB TPS Optimization Project
Provides 46 Q&A pairs to guide a presentation on optimizing TPS control of a DAB converter for minimal RMS current.
Use an appropriate base image
Shows a GitHub Actions workflow that builds shared libraries before building and pushing Docker images for a Next.js client and Node.js server.
Load Nextflow
Walks through running nf-core/hic for Hi-C analysis on MSU HPCC, including sample sheets, config, and SLURM submission.
LLM Instructions for PlexMix
Defines a step-by-step release process for a Python CLI tool, including version bumps, tagging, GitHub releases, and CI checks.
Restep Job Execution SDK Documentation
Documents 10 REST API endpoints for job executors to report progress, status, and logs back to a Restep server.
UV Package Manager Decision
Documents the decision to use UV instead of Poetry for package management, including rationale, trade-offs, migration steps, and hybrid integration with exasol-toolbox.
MCP - Server Configuration & Integration
Defines MCP server categories, agent-to-tool mappings, query classification rules, and performance profiles for a multi-agent engineering system.
Module 2: Continuous Delivery Pipeline
Walks through building a CodePipeline continuous delivery pipeline for a serverless API, including unit test integration.
第一章 模型预处理
> 译者：[muxuezi](https://muxuezi.github.io/posts/1-premodel-workflow.html)
AWS EKS Deployment with GitHub Actions CI/CD
Documents a GitHub Actions CI/CD pipeline that builds, scans, and deploys a containerized app to AWS EKS with SonarCloud and Trivy.
CLI commands for the jclouds-plugin
Documents 13 Jenkins CLI commands for managing jclouds cloud profiles, templates, and userdata via XML import/export.
Product Requirements Document: Protein Binder Design MCP Server
Specifies requirements for an MCP server that wraps RFdiffusion, ProteinMPNN, and ESMFold into high-level tools for LLM-driven protein binder design.
CI/CD Documentation
Documents a GitHub Actions CI pipeline that builds and tests a PostgreSQL extension across multiple versions using containerized PostgreSQL.
Azure Databricks Best Practices
Collects Azure Databricks architecture, networking, security, and cluster sizing guidance from Microsoft and Databricks into a single reference.
CME 211 Frequently Asked Questions
Answers common setup and workflow questions for a Stanford CME 211 course, covering editor configuration, Git usage, and course logistics.
Joonbeom Park
Presents a personal resume with experience, projects, publications, and education for a software engineer and researcher.
Projen Pipelines - LLM Context
Documents the projen-pipelines library for LLMs, covering architecture, step types, CDK integration, and deployment options.
Building a Document Q&A Chatbot with LangChain
Walks through building a RAG chatbot that answers questions from a PDF using LangChain, LangGraph, Gemini, and FAISS.
Logs
Documents the author's design decisions and progress while building a Sega Genesis emulator, including CPU pipeline rework and toolchain experiments.
Developer Guide
Guides setup, development commands, project structure, and CI/CD for a Python simulation library called happy-simulator.