Alexander Ohl, founder of Pragma Code, offers an honest look into the daily work of an AI engineer, which involves designing automation pipelines, refining prompts, and optimizing retrieval-augmented …
Claude Co-work Scheduled Tasks, Anthropic's AI-native automation tool, and n8n, an open-source workflow platform, represent two fundamentally different approaches to business automation. Claude Co-wor…
A Hacker News user asks the community to compare workflow automation tools (Zapier, Make, n8n) with emerging AI agents (OpenAI's Workspace Agents, Lindy, Claude's agentic features), seeking real-world…
A developer shares their daily AI toolkit as of March 2026, relying on Claude Code for primary development, Copilot for autocomplete, Gemini for research, Cursor for visual editing, ChatGPT for quick …
A developer discovered a bug in n8n's AI Agent node where batch processing causes one item's conversation history to leak into another's, leading to silent data corruption. The root cause was traced t…
A developer at Automations Limited built an AI automation pipeline using Python, FastAPI, n8n, and LLMs to eliminate repetitive business tasks. The architecture triggers workflows, processes data thro…
A developer demonstrates how to build an AI agent using n8n, describing it as the fastest and cheapest way to turn a large language model into a useful worker for well-scoped tasks. The guide covers t…
A developer shared a workflow for AI-powered lead prospecting and qualification using n8n. The workflow scrapes leads from an API, filters them by industry, location, company size, and seniority, then…
A critical vulnerability, CVE-2026-59208, was discovered in n8n, a workflow automation platform, allowing cross-issuer account takeover. The flaw could enable attackers to hijack user accounts by expl…
A developer's guide demonstrates how to integrate an AI humanizer API into n8n, Zapier, and MCP-capable agents using the ToHuman API as a reference. The API rewrites AI-generated text to bypass detect…
Agentic workflows are useful but token costs escalate quickly as each action triggers multiple model calls, context grows, and retries become expensive. n8n advocates using AI only for judgment and wo…
GoodBarber built a production MCP server that lets any MCP client (Claude, ChatGPT, Cursor, n8n) natively operate a live app's content, catalog, and push notifications via natural language. The server…
A developer built an n8n workflow that automates LinkedIn post creation using Google Gemini for caption and hashtag generation and DALL·E for image generation, with optional approval gates and logging…
SpaceAI360 founder warns that raw LLM payloads can corrupt production databases with inconsistent formats and hallucinated keys, and shares the Zod-based validation layer the company uses to normalize…
A developer built an n8n agent that reads a lead's website before writing cold emails and refuses to write when it cannot find sufficient evidence. The workflow fetches the lead's homepage, extracts b…
A solo game developer automated the rewriting of devlogs into channel-ready drafts for Twitter, Reddit, Discord, and newsletters using n8n, Google Gemini, and Notion. The workflow generates drafts tha…
A developer known as @1kalin has released the 'business-automation-architect' skill for AI agents, enabling them to automate business processes using cron jobs, scripts, and built-in reasoning without…
Reddit's shutdown of unauthenticated .json endpoints in May 2026 has made bulk data extraction more difficult, but a new guide from Apify shows how to use its Reddit Scraper actor to extract posts, co…
A developer discovered that OpenClaw's strongest use case is not AI content generation but content operations pipelines that schedule, adapt per channel, move assets through Git, run ffmpeg, and publi…
A new tutorial from Apify details how to build a pipeline that extracts job listings from LinkedIn, Indeed, and Glassdoor at scale using Apify scrapers, then analyzes them with OpenAI to uncover compe…