CiprianSpiridon

#!/usr/bin/env bash
# Fast local build/test/lint loop for hgDB.
#
# Speed stack and why it matters:
#
# - This script scopes work to explicitly selected or changed crates. Use -p
#   before `--`; arguments after `--` are passed to Cargo/Nextest as filters.
# - cargo-nextest is the normal test runner: process isolation and parallel
#   scheduling make focused suites fast and failures clear. Its repo config uses
#   fail-fast=false, retries=0, and a bounded slow timeout, so all real failures

CiprianSpiridon

Rendel — Platform Overview

Rendel turns any website into clean, LLM-ready Markdown so AI agents can read the web.

What Rendel Does

flowchart TD
    AGENT["&nbsp;<br/>AI Agent<br/>(ChatGPT, Perplexity, etc.)<br/>&nbsp;"]

CiprianSpiridon

Security & Bug Findings Report

Overview

This comprehensive report documents critical, high, medium, and low severity findings across the ToggleBox codebase, organized by category and severity level.

Total Issues Found: 147

---

Table of Contents

CiprianSpiridon

ULPI Memory System - Complete Implementation Plan

Executive Summary

Build a Laravel-native Memory system that uses HSG (Hierarchical Semantic Graph) architecture within ULPI. This system enables AI agents to store, retrieve, and manage memories across five cognitive sectors with intelligent decay, semantic connections, and hybrid search capabilities.

Key Decisions:

• Configurable Classification: Free tier uses regex (fast, zero cost), paid tier uses LLM (higher accuracy)
• Hybrid subscription model: Plan-based feature access with included quotas + metered overage billing

CiprianSpiridon

# Example Global Environment Configuration
# Template showing all available environment variables for the ShipToday monorepo
# 
# IMPORTANT: This project uses separate environment files:
#   - env.global.dev.yaml   (for development)
#   - env.global.prod.yaml  (for production)
# 
# SECURITY NOTE: Never commit real secrets to this file!
# This is a template - edit the actual env.global.dev.yaml and env.global.prod.yaml files

CiprianSpiridon

{
  "packages": {
    "apps/web": {
      "outputFile": "apps/web/.env.local",
      "variables": [
        "database.*",
        "auth.*",
        "payments.*",
        "email.RESEND_API_KEY",
        "analytics.*",

CiprianSpiridon

#!/usr/bin/env node

/**
 * Creates a Vercel-compatible environment file from the web app's .env.local file
 * 
 * This script converts the generated .env.local file into a format that can be 
 * imported directly into Vercel's environment variables dashboard.
 * 
 * Key differences from .env.local format:
 * - Removes quotes around values (Vercel adds them automatically)

CiprianSpiridon

#!/usr/bin/env node

/**
 * Environment Variable Synchronization Script
 * 
 * Reads environment-specific YAML files and distributes variables to packages
 * based on configuration in env.config.json
 * 
 * Usage:
 *   node scripts/sync-env.js                      # Sync all packages (dev)

CiprianSpiridon

Ulpi Performance Architecture: 10-100x Faster Than Cursor

Executive Summary

Ulpi achieves dramatic performance improvements by eliminating all middleware layers and leveraging direct integration with VSCode's core. This document outlines the architectural decisions and strategies that make Ulpi 10-100x faster than Cursor's extension-based approach.

Performance Comparison Overview

Operation	Cursor (Extension)	Ulpi (Built-in)	Improvement

CiprianSpiridon

🚀 Open Source Tools & Platforms

Automation & Workflow

• automatisch/automatisch — The open source Zapier alternative. Build workflow automation without spending time and money.
• welovemedia/ffmate — FFmate is a modern and powerful automation layer built on top of FFmpeg - designed to make video and audio transcoding simpler, smarter, and easier to integrate
• glebkudr/shotgun_code — One‑click codebase “blast” for Large‑Language‑Model workflows.
• Marker-Inc-Korea/AutoRAG — AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

AI, LLMs & Agents