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3,528 documents
Notes
Collects RAG optimization techniques, a MicroSaaS business plan, and a LangChain development strategy into a single personal reference note.
Interactive Flashcards TUI - Implementation Roadmap
Maps a five-phase build plan for a terminal flashcard app with AI, document support, and RAG features.
003 - Phase 1: Basic Retrieval and Activation
Implements BFS activation spreading, cosine similarity search, and bridge discovery for a cognitive memory retrieval subsystem.
CLAUDE.md
Documents a no-code product management platform covering classification, pricing, contracts, inventory, and financial services with multi-tenancy.
Enhancing Deployment-time Predictive Model Robustness for Code Analysis and Optimization: Artifact Instructions for Docker Image
Provides step-by-step instructions to reproduce five case studies from a CGO 2025 paper using a provided Docker image.
CF: Repurpose Command
Transforms source content into blog posts, emails, social posts, video scripts, podcast outlines, infographic copy, and ad copy with platform-specific optimizations.
Blog Content Refinement Template
Transforms a rough blog idea into a structured content strategy covering audience, SEO, structure, value, engagement, conversion, effort, and success metrics.
draft
Lists and briefly describes transformer-based computer vision papers, from standard architectures to few-shot learning, with diagrams and code links.
Granola CLI Deployment Guide
Guides deploying a CLI tool with Docker Compose for development and production, including Make commands and security hardening.
Resume Share - Version-Controlled Resume Sharing Platform
Documents a full-stack web app for uploading, versioning, and sharing PDF resumes with public links and view tracking.
For SREs — Failure Modes, SLOs, Synthetic Checks
Defines SLOs, failure modes, synthetic checks, and incident response patterns for SRE teams running production services.
CLAUDE.md - Kubernetes Operator Development Guidelines
Defines coding conventions, architecture rules, and tooling for a Go-based Kubernetes operator with Helm, WebSocket, and Valkey dependencies.
General Usage
Documents Active Directory's range retrieval for LDAP attributes with many values, providing a helper class to page or fetch all values.
Building Agentic Workflows
Explains how to build agentic workflows for creative ad generation, using TikTok Symphony Assistant and Typeface as case studies.
DpGlZrobT_Writing Assistant
Guides users through a four-step writing process: topic identification, outline drafting, writing, and editing.
FIFO Evals Client - Migration Guide
Replaces a synchronous evaluation script that times out on large jobs with an async FIFO queue client that handles up to 10,000 prompts without failure.
SIFEN - Monitoreo y Observabilidad
Defines a full observability stack for a SIFEN API with Prometheus, Loki, Tempo, Jaeger, and Grafana, including metrics, logs, traces, dashboards, alerts, and runbooks.
Product Requirement Document
Specifies a WPF desktop app that scrapes product data from web pages, analyzes images via ChatGPT, and updates page content automatically.
SPDX Tech Team Meeting 2023-01-03
Records minutes from an SPDX Tech Team meeting covering 2023 planning, quality SBOMs, serialization, and profile updates.
Agent Index
Catalogs 25 AI agents across four categories for routing editorial and operational tasks in a content production system.
JudgeIt (From SuperKnowa)- Automatic Eval Framework for Gen AI Pipelines
Automates GenAI pipeline evaluation using an LLM-as-a-judge, replacing slow human evaluation for RAG, multi-turn query rewrite, and agentic workflows.
GitHub MCP Server
Connects AI tools to GitHub via the MCP protocol, enabling natural language repository management, issue/PR automation, CI/CD monitoring, and code analysis.
Marker Page Chunking Benchmark
Benchmarks Marker chunk sizes (10, 20, 30) for PDF parsing speed and GPU memory, recommending chunk size 10 for production.
README
Indexes 20+ KDB.AI sample notebooks covering vector database use cases from quickstarts to multimodal RAG and time-series search.