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3,528 documents
WARP.md
Documents a RAG service architecture, development commands, and component extension patterns for a medical device troubleshooting tool.
Sprint 1 Marking Scheme
Provides a detailed marking rubric for Sprint 1 of a software engineering course, covering planning, stand-ups, user stories, Jira tracking, sprint completion, system design, and demo.
Rule 19F: SRE Incident Response
Defines severity levels, escalation tiers, SLO targets, and provides Python code for incident creation, tracking, and post-incident review generation.
[[Retrieval Augmented Generation|RAG]]: Trade-offs & Evaluation Strategy
Summarizes RAG trade-offs and defines a formal evaluation pipeline with retrieval and generation metrics.
SOUL.md - Who You Are
Defines the personality, rules, and hard constraints for an AI operator named Scotty-5 who manages a creator's portfolio.
Client Data Mapping to Existing System
Maps 8 client data tables to existing Airtable tables and identifies 8 new tables plus field-level mappings for a migration.
PDF Scanner Python Server
Defines a FastAPI server that parses PDFs, detects and redacts PII, and stores analytics in ClickHouse.
Content Strategy - Plan and Create Content Systems
Guides you through designing a content ecosystem with audience definition, pillar planning, calendar templates, distribution, and monetization.
MagicMuse Settings Content: Features and Functions
Catalogues over 200 configurable settings across 14 categories for a writing AI platform, from account management to mobile sync.
Product Definition/Requirements Document (PDR)
Defines a framework-agnostic headless component library with three-layer architecture, state management, and framework adapters for React, Vue, Svelte, Solid, Qwik, Angular, and Web Components.
Customer Insights + ADS Workshop Playbook
Guides a 3, 4 day customer engagement and 1-day workshop to build an AI model with Dynamics Customer Insights, Azure Synapse, and Azure ML.
natural language processing
Curates a list of seminal NLP papers, resources, and a reading group archive with links and summaries.
CHANGELOG-DETAILS
Documents a major release adding 10 testing packages, property-based testing, mutation testing helpers, and CI/CD workflow templates for an Encina framework.
Soul
Defines a cat-themed AI agent persona built on OpenHands, describing its design philosophy, behavior, and constraints.
Decision Trees
Explains decision tree concepts: entropy, information gain, ID3 algorithm, overfitting, and handling continuous or many-valued attributes.
Current Status: v0.4.0 In Development
Tracks completed and upcoming work for v0.4.0 of a memory graph library with HiRAG, sync, and re-ranking features.
Simplified pseudocode
Outlines a production-ready AI agent architecture for analyzing massive communication archives using LLMs, vector search, and Kubernetes.
Agent 2 — Content & Copy Agent
Defines daily, weekly, and monthly tasks for an autonomous content and copy agent that writes, edits, and distributes brand content.
Content Marketer
Defines a specialized AI agent for content marketing strategy, SEO, social media, email campaigns, and lead generation with decision-making priorities and quality standards.
Operations Playbook
Documents operational procedures for a national platform: monitoring, incident response, deployments, content publishing, SEO, and on-call rotation.
Week 6
Summarises risk management concepts from an information security textbook, including identification, assessment, control strategies, and cost-benefit analysis.
react-redux-benchmarks
Benchmarks React-Redux performance across versions, with configurable run length and selective benchmark execution.
Benchmarks
Compares Tesseract OCR versions 3.05, 4.1, and 5.0 across three tessdata sets, showing execution times in seconds.
Integrations
Documents how to configure alert ingestion from 23+ monitoring tools and set up notification channels like Slack, SMS, and email.