Most Popular
3,528 documents
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.
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.
System Review Guide (IBS v5)
Serves as an architecture and code quality review checklist for a Next.js airline dashboard with multi-screen support.
IR-Copilot — Incident Response AI Assistant
Serves as a reference implementation for an agentic RAG system with multi-tenant chat, document ingestion, hybrid search, and subagent delegation.
Liens utiles pour VAO
- Documentation fonctionnelle à jour (format LLM) : https://dnum-ministeres-sociaux.gitbook.io/vao-documentation/t1eK0jUdXMliu8S6UWUr/llms-full.txt
PROMPTS
Explains how to tune multi-turn prompt chains and system prompts for VLM image captioning, with a worked example for human subjects.
Disaster Recovery - NRP: Strengthened Production Launch Roadmap
Maps a 3-4 week production launch plan for an Australian compliance platform, covering module integration, AI content generation, and alert channels.
Table of Contents
Lists 20+ sections of a SecureSphere AI agent development guide, including architecture, tutorials, and comparisons to Barrelfish.
Judging Rubric
Defines a 100-point scoring rubric for an AI-for-social-good hackathon, covering five criteria with detailed score bands and tie-breaking rules.
Credential Helpers Specification
Defines a subprocess protocol for tools to fetch credentials via stdin/stdout JSON, with required and optional commands.
Windsurf-mcp
Guides integrating an MCP server into Windsurf's Cascade by editing its mcp_config.json file.
grapeot/devin.cursorrules
date: 2025-07-03T22:11:02.060257
Using Performance Metrics to Evaluate RAG Systems
Walks through evaluating RAG systems with Qdrant and Relari, covering Top-K parameter tuning and auto prompt optimization.
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.
Content Marketing Launch (30 Days)
Guides a 30-day content marketing launch with weekly tasks, templates, and checklists for strategy, creation, SEO, and lead generation.
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.
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.
3.Constraints
Explains six SQL Server constraint types with syntax examples and error messages for enforcing data integrity.
📚 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.
Mobile Constraints & iOS Optimization
Documents mobile-first responsive design and iOS-specific optimizations for a React UI kit, covering viewport, safe areas, touch targets, and breakpoints.
AI Agent Improvement Plan (Repere)
Outlines a phased plan to improve an AI agent's tool accuracy, context relevance, latency, and user trust with diagnostics and validation.
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.
📦 Ollama LLaVA Integration - Complete Deliverables
**Feature**: Local AI Vision Support for Screenshot Intelligence