Workflow Automation
29 articles about Workflow Automation
AI and automation advances in 2025 and Playtomic's production implementation
A 2025 wrap-up of major AI and automation advances and how Playtomic put them into production across product, engineering, and operations.
Comparing cost and ROI of chatbots, LLM integrations, and autonomous agents
A plain comparison of chatbots, LLM integrations, and autonomous agents—what they really cost, where ROI comes from, and how to choose (often by layering) based on which removes the most friction per dollar.
Comparison of n8n and Zapier automation tools for 2026
A 2026 guide comparing Zapier and n8n on ease vs flexibility, AI features, pricing, and privacy to help you choose the right automation tool for your team.

Managing bipolar II as a software engineering manager: practical strategies for effectiveness
A software engineering manager with Bipolar II shares practical ways to stay effective—manage energy and health first, build systems (document/automate/mentor), prioritize consistency over intensity, and choose a supportive work environment.

Comparing top n8n alternatives for workflow automation in 2026
A 2026 guide comparing five practical n8n alternatives (Zapier, Make, Pipedream, Windmill, Temporal) plus two rising options, explaining why teams switch and how to choose based on needs like ease, control, code, self-hosting, reliability, and AI.
Google Workspace developer updates for December 2025
A December 2025 roundup of Google Workspace developer updates, covering new Drive approvals/events, Chat and Gmail API features, Workspace add-ons previews, and Meet smart notes APIs.

Building an AI agent to filter and summarize daily AI news
A tutorial on building an AI news agent with n8n, OpenAI, and Tavily that filters RSS hype into a short, fact-checked email briefing to stop doomscrolling.
Using Claude Code hooks and CodeSyncer tags to maintain AI coding consistency
Explains how Claude Code hooks can auto-enforce your coding rules every session and pairs them with CodeSyncer tags to preserve architectural decisions so the AI stops forgetting.
Passive income opportunities for automation developers in 2026
In 2026, automation developers can move beyond one-off client work by turning reusable workflows and automation know-how into scalable passive or semi-passive products like templates, licenses, micro-APIs, courses, and white-label packages.
Building an autonomous AI nutritionist for blood sugar prediction and automated grocery ordering
A tutorial on building an autonomous AI nutritionist that predicts needs from blood sugar, checks pantry and MyFitnessPal data via GraphQL, and auto-fills an Instacart cart using LangChain and Selenium.
GPT-4o multimodal AI supports everyday tasks for EU small and medium enterprises
GPT-4o is ChatGPT’s fast, cost-effective multimodal model for everyday work like drafting emails, summarizing notes, brainstorming, and analyzing images or PDFs, ideal for EU SMEs.
Building a production-style automation system with n8n using ingest and scheduled workflows
A post on building a production-style n8n automation with separate ingest and scheduled processing workflows, using Google Sheets, email, testing, and idempotent status updates to avoid duplicates.
How to create a Telegram bot in Ruby using Telegem and BotFather
A quick guide to building a Telegram bot in Ruby using Telegem and a BotFather token, with setup steps and sample start/help commands.

How n8n transformed workflow automation with open-source, affordable tools
This article explains how Berlin-built, open-source n8n disrupted workflow automation by enabling cheap self-hosted, execution-based automations with full data control, breaking the costly task-based model of tools like Zapier and Make.
Developer creates free AI tool to convert articles to audio
A developer built Sornic, a free weekend project that turns any article URL into natural-sounding audio in seconds using AI text cleanup and OpenAI TTS, with a 5-articles/day limit.
Low-code AI is transforming traditional software development and engineering roles
Low-code AI is gradually replacing rigid, code-heavy software by making workflows and rules easy to adapt without constant rewrites, shifting engineers toward system design and governance.

Guide to supply chain orchestration using InterSystems IRIS
A simple guide to using InterSystems IRIS to orchestrate supply chain planning, sourcing, manufacturing, delivery, and returns by integrating data, automating workflows, and adding analytics and AI.
How AWS cloud clubs help students build real-world projects
AWS Cloud Clubs help students gain hands-on cloud skills by building real AWS projects, collaborating in teams, and developing leadership for their portfolios.
Bulk migrate GitHub Actions workflows from Node 20 to Node 24 using multi-gitter
How to use multi-gitter to automatically update all GitHub Actions workflows in your org from Node 20 to Node 24 and open PRs in minutes.
TranslatePlus launches Zapier integration with 10,000 free translation credits for testing
TranslatePlus is inviting developers to beta test its new Zapier integration for automated translations and low-credit alerts, offering 10,000 free credits for feedback before public release.
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