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3,528 documents
Development notes
Documents iterative model experiments for a financial returns prediction challenge, tracking what worked and what didn't across three versions.
Contextual Retrieval
Exposes two Go functions that prepend a short LLM-generated context to each document chunk before retrieval, improving search accuracy.
Reference Sources - Open Source Projects to Study
Curates five open-source WPF projects and their timeline, drag, resize, and virtualization patterns for a podcast video editor.
Vector RAG POC - Frequently Asked Questions
Answers 25 common questions about setting up and using a Vector RAG proof of concept with Elasticsearch.
PCP (Personal Control Plane) - Complete Specification
Defines a personal data platform with a single universal agent, queue-first message handling, and parallel execution across 16 use case categories.
go-tor Alert Response Guide
Defines alert severity levels, SLIs, SLOs, and step-by-step response procedures for a Tor monitoring system.
GoFast CLI (`gof`) Context
Documents the architecture, commands, test strategy, and marker system for a Go code generation CLI that scaffolds full-stack applications.
DiffusionDB
Documents a 14-million-image prompt dataset scraped from the Stable Diffusion Discord server, with metadata and download instructions.
Contentful Architecture Overview
Documents a microservices-based video generation pipeline that transforms text topics into rendered videos through six AI-powered stages.
Content at Scale: How Small Teams Can Produce Big Marketing with AI
Teaches small teams to use AI for content marketing, covering strategy, creation, operations, and ethics.
lib-ai-app-community-rag
Collects community insights, leaderboard links, and production war stories for building RAG systems, especially with multi-modal and large-scale documents.
perplexity-ai_20250112
Defines the system prompt for Perplexity AI, instructing the assistant on how to answer queries using search results with strict formatting, citation, and query-type rules.
Copywriting: A Comprehensive Knowledge Base
1. [Introduction and Overview](#introduction-and-overview)
Nested Learning: The Illusion of Deep Learning
Introduces Nested Learning, a paradigm representing models as nested optimization problems, revealing how deep learning compresses context flows and enabling higher-order in-context learning.
FA Command List
Documents 64 commands for the FA binary analysis scripting language, each with usage, arguments, and examples.
Step 3: Blog Operations & Growth Planning
Defines a blog operations plan covering writing workflow, content pillars, distribution strategy, sprint framework, measurement dashboard, and team roles for AI SaaS products.
PRJ-036: KYC Deployment with Persona
Plans a two-phase KYC deployment using Persona for identity verification, first on WordPress then migrating to jAIMSnet, as a critical step in a user journey.
Stripe Local Development Setup
Explains how to test Stripe webhooks locally while keeping the production webhook pointing to Cloud Run.
Glossary for *Artificial Intelligence: A Modern Approach*
Lists and defines hundreds of AI terms from the textbook *Artificial Intelligence: A Modern Approach*, organized alphabetically with cross-references.
The Sovereign Codex - Complete Module Implementation Plan
Defines an AI-powered implementation plan for six Demo Bank modules, each reimagined as a Gemini-integrated command center.
AGENTS.md — Cross-Platform Agent Instructions
Serves as a table of contents and usage guide for a library of 480+ prompts and 180+ agents organized across 28 categories.
CTO Personal Website - Comprehensive Content Strategy
This content strategy document outlines a comprehensive approach to positioning a Chief Technology Officer (CTO) as a thought leader in the technology industry through strategic content creation, professional messaging, and industry expertise showcase.
prompt
Generates YouTube Shorts scripts in a structured table format with titles, hashtags, and sentence-level image prompts.
GenAI for Marketing - Backend APIs
Documents 16 FastAPI endpoints for campaign management, image generation, Google Trends, news summarization, BigQuery, Drive, Slides, and translation.