CTERA's Cold Data Storage Report, analyzing 16 petabytes of live production data across 856 file-share discovery scans in enterprise NAS environments, found that only 4.4% of stored capacity is active…
Knecht, a self-hostable tool for building software factories, has entered beta, its developer announced on Hacker News. Knecht connects to GitHub repos and starts each project in an isolated Docker sa…
SchedPilot leads a list of seven Storrito alternatives for social media teams that have outgrown the Stories-only tool, offering a hosted MCP server and REST API that let Claude, ChatGPT, Cursor, n8n …
A developer has published a step-by-step guide for building an AI customer support chatbot that both answers common support tickets and upsells higher-margin products, assembled in roughly four to six…
The open-source n8n-mcp Model Context Protocol server, which gives AI assistants access to n8n's 2,063 workflow automation nodes (816 core plus 1,247 community), has shipped an update, with its GitHub…
A developer outlined a roadmap for AI workflow automation across the 4WP WordPress plugin ecosystem, distinguishing agent-driven site operations from simple chatbots. The plan builds on the Abilities …
A developer has published a step-by-step guide for building a voice AI appointment-booking agent that chains Vapi's speech-to-intent engine with ElevenLabs' neural text-to-speech, orchestrated through…
ByteChef, an open-source Java platform that unifies AI agent orchestration and workflow automation, was last updated in September 2026 and holds 1.0k stars on GitHub, according to its project listing.…
A developer outlined a pattern for making AI-powered automations safer by separating the AI's role of understanding unstructured input from the deterministic business logic that decides and performs a…
A developer built MindArena, an AI-powered quiz platform that supports both solo practice and live multiplayer contests, using React, Supabase, and n8n workflows instead of a traditional backend serve…
A developer has published a pattern for bridging n8n AI agent workflows to React 19 frontends using the Vercel AI SDK, inserting a lightweight edge route to normalize n8n's chunked HTTP or SSE output …
N8n has launched n8n Assistant, a preview AI-assisted workflow builder that turns plain-language automation requests into editable workflows on the n8n canvas. The feature is enabled by default for ne…
N8n has launched n8n Assistant, a preview chat-based builder that plans, constructs, tests, and debugs workflows directly in a user's n8n canvas. The assistant requests credentials only when needed, r…
A developer has published a walkthrough for building an AI-powered lead response system that combines the n8n automation platform with OpenAI models to process incoming leads, classify intent and qual…
A developer documented moving MCP servers from per-session stdio spawning to a single shared HTTP/SSE daemon bound to loopback, cutting process copies from as many as 26 per server down to one and eli…
A developer detailed a failure-model design for n8n AI workflows, categorizing failures into types such as transient, validation, policy, and security, each with tailored recovery strategies. The appr…
A developer outlines a design pattern for n8n-based AI workflows that combine retrieval-augmented generation (RAG) and the Model Context Protocol (MCP), arguing that production-grade systems must enfo…
A developer argues that n8n, a workflow automation tool, can handle orchestration for AI workflows but should not replace a full backend for customer-facing AI products. The post outlines backend resp…
A developer's analysis of n8n workflows suggests that large workflows with many nodes are not inherently problematic, but AI agents should only replace specific ambiguous interpretation steps, not det…
A developer has created an AI-powered lead qualification workflow using n8n, which automates the process of receiving, analyzing, and scoring leads from unstructured messages. The workflow uses a webh…