An engineer warns that n8n RAG pipelines leak sensitive data to third-party LLM providers like OpenAI in plain text, despite the common belief that RAG keeps data secure in a vector database. The post…
A developer built Velocity, an AI platform that converts plain-English descriptions into production-grade n8n workflow JSON. The system uses a Next.js 16 frontend with Gemini API and Supabase backend,…
In 2026, the open-source automation tool n8n, with over 80,000 GitHub stars, enables users to create intelligent workflows integrating AI without advanced programming. A developer demonstrates buildin…
Periskop launches a product discovery API for AI agents, offering structured, hallucination-free shopping results via MCP or REST. The service returns in-stock products with live prices and merchant l…
N8n's Guardrails node masks PII but discards the original values, making it impossible to restore them downstream. A developer built Privent to solve this by tokenizing PII before LLM processing and d…
SoloEngine, an open-source tool, aims to make Loop Engineering accessible to non-programmers by providing a visual interface for defining the six primitives of autonomous AI systems. Unlike terminal t…
A developer's guide explains process automation, distinguishing between workflow automation, RPA, BPA, and AI/agentic automation. It provides a framework for prioritizing automation based on time savi…
A developer compared Make.com and n8n by building the same nine-step AI lead-routing agent in both tools. They found that Make is better for simple workflows under 1,000 operations per month, but n8n …
A developer modeled the cost of running a 209-node automation pipeline on n8n versus per-task billing platforms like Zapier and Make. The analysis shows that a 28-node workflow on Zapier's $19.99 Prof…
A developer introduced Modelis, an OpenAI-compatible gateway that charges a flat per-call price for bounded-output tasks like summarization, classification, and extraction, making it suitable for high…
A developer built a free n8n workflow called Launch Content Pack that generates launch content from a product description using an LLM node with Claude Code. The workflow broke three times during test…
A developer built a WhatsApp-based pet clinic appointment scheduling agent using n8n, Google Gemini, Redis, and HighLevel. The agent handles natural language conversations to book vet appointments, ma…
An AI intelligence layer is a software system that sits between an AI assistant and multiple business data sources, accepting plain-English questions, reading relevant systems in parallel, and returni…
AgentKits released 60 production-ready AI agent blueprints with built-in guardrails, covering 30 categories from customer support to security. The open-source kits include architecture, prompts, and t…
Victor Knapp, who runs an agency in Stuttgart building websites and automations for local service businesses, identifies three areas where AI automation genuinely helps: automated follow-up after init…
An n8n developer outlines five methods to prevent data leakage from AI workflows, including tokenization via Code nodes and the native Guardrails node (available since v1.113.3). The Guardrails node o…
The best open-source framework for building AI agents in 2026 depends on the use case, with popular options including LangChain/LangGraph, Google ADK, DeepAgents, CrewAI, AutoGen, and AG2.…
SchedPilot, a social media scheduler with an API for AI agents, launched to help creators and entrepreneurs automate posting across 10+ platforms. The tool supports integration with AI assistants like…
Standard Compute, a Dallas-based startup founded in 2026, offers unlimited LLM tokens for AI agents via flat monthly subscriptions and an OpenAI-compatible API, eliminating per-token billing and rate …
A developer provides a step-by-step guide for self-hosting n8n on a VPS using Docker, emphasizing cost savings, data control, and security. The setup involves installing Docker, configuring a docker-c…