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3,528 documents
TreeDex — Comprehensive Documentation
Documents the architecture, API, and internals of a tree-based, vectorless RAG framework available in Python and Node.js.
UNIT - 1
Documents database fundamentals: history, DBMS architecture, data models, and DBA responsibilities for a university-style course.
MCP-Titan HOPE Alignment & Implementation Plan
Audits a codebase against a research paper, catalogues missing features, and lays out a phased build plan with code examples.
Securing Your AI: Protecting Customer Data and Business Secrets
Teaches small business owners practical strategies for securing AI systems, protecting customer data, and defending against emerging threats.
📚 LEARN.md - Astra AI Secretary App
Onboards contributors to an Android AI secretary app by explaining its architecture, tech stack, setup steps, and contribution areas for GSSoC.
Marketing Agent
Defines 8 marketing skills, campaign planning, content creation, SEO, reporting, competitive analysis, brand review, and email sequences, with triggers, deliverables, and escalation rules.
100DaysOfMLCode
Outlines the 100DaysOfMLCode challenge: a public pledge to study or code ML for one hour daily over 100 days.
Aquaculture Platform - SLO/SLI Definitions
Defines seven SLO/SLI targets for an aquaculture platform, including error budget calculations, burn rate alerts, and metric dependencies enforced via Prometheus.
ProtoExtract — Evaluation Approach Using OmniDocBench Methodology
Defines a multi-level evaluation framework for clinical protocol table extraction, adapting OmniDocBench metrics and adding domain-specific accuracy measures.
YouTube Video Script: Train OccWorld on Tokyo 3D City Data with Lambda Cloud
Provides a complete script and visual plan for a YouTube tutorial on training the OccWorld 3D world model on Tokyo city data using Lambda Cloud GPUs.
3.Constraints
Explains six SQL Server constraint types with syntax examples and error messages for enforcing data integrity.
Paper List for Machine Learning Systems
Curates 400+ research papers on machine learning systems, organized by topic from data processing to distributed training.
cheap-RAG Development Roadmap
Maps a 6-phase plan to turn a document retrieval system into a production RAG framework with generation, reranking, caching, and multimodal support.
svgop Improvement Plan
Outlines a 10-week modernization plan for an SVG optimizer binary, covering dependency updates, platform builds, CLI options, and distribution.
SentinelAI Services v2.1 - Alice's Expert Review Guide
Checklist for reviewing a hackathon project's architecture, features, and production readiness across 11 assessment categories.
SECURITY_PLAYBOOK.md
Defines the security model, threat model, and mandatory execution gates for the A2SPA execution-time authorization system.
Newsletter SDLC Process
Defines a complete SDLC process for building email newsletter systems with AWS SES, DynamoDB, and MJML templates.
GPL Compliance Checklist for Zodiac Sidereal Distribution
Guides a developer through GPL v3 compliance for a desktop application that bundles the Swiss Ephemeris library, with a checklist and distribution scenarios.
htmltools (development version)
Documents the version history of the htmltools R package, listing new features, bug fixes, and breaking changes across releases.
Beads Workflow Context
Guides when to use bd graph-based issue tracker versus TodoWrite for session vs multi-session work, with commands and workflows.
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.
🚀 Neon Fraud Watch - MVP (Minimum Viable Product)
Documents the MVP scope, features, architecture, and roadmap for a Bitcoin fraud detection dashboard with a 4-factor risk scoring algorithm.
STRIDE: Repudiation — Threat Modeling Prompt Pack
Provides a copyable AI prompt and checklist to identify repudiation threats and audit logging gaps in a system architecture.
Software Requirements Specification (SRS)
Defines functional and non-functional requirements for a RAG-based corporate knowledge assistant with citation and hallucination guardrails.