Automated Workflow Apps

This week I wrapped up a small Power Apps and Power Automate solution for our team and it is already making our workflow feel lighter. We were juggling scheduling requests and calendar holds in a way that left a lot of room for missed steps. People were sending messages in different places and tracking follow up work manually. These requests impact timelines, client communication, and how we plan the rest of our work. Everyone needs clarity on what is coming, what is waiting for review, and what needs action. It was too easy for something to slip through the cracks. So I built a simple Power Apps screen and two lightweight automations to keep everything organized. The app lets you create a new calendar hold or update the status of an existing one all in one place. The automations handle everything that used to rely on memory. Here is what the solution does now: → When someone submits a new class request through the app, it is automatically labeled with a Status of Hold so nothing starts in a blank or unknown state. → A Power Automate flow creates a calendar event that blocks the time for our team with session details and the hold end date. If the status changes, the event is updated or removed automatically. → The team sees all pending items in one clean table inside the app and on the shared team calendar. → A second automation checks our list every day and looks for any hold that ends today. When it finds one, it notifies our admin and client services teams so they can follow up with the client at the right time. The result is exactly what we needed. ★ Items no longer get lost in chat threads or long email chains. ★ Everyone works from the same information, which removes a lot of guesswork. ★ The workflow is consistent, which makes collaboration smoother. No one has to track calendar blocks manually. No one has to chase down missing details. The workflow stays organized with minimal effort from the team. This is the kind of automation I love! Something that simplifies the day and removes repetitive work. And the pattern is useful in so many places. • Healthcare teams scheduling equipment or appointments • Facilities teams tracking room reservations or maintenance tasks • Higher education departments managing events or reviews • Nonprofits organizing volunteers and donation pickups • HR teams coordinating onboarding or training sessions Any team that handles requests and needs a simple way to see what is on Hold, what is approved, and what is overdue can adapt this approach. If you want a straightforward automation that makes work feel lighter, this is a great place to begin. Let’s start building!

You’ve probably been here: Your team needs internal automation, but your customers are asking for integrations too. You look at tools like n8n and Integration App, and they both promise to connect systems, save time, and reduce complexity. At first glance, they might seem similar. But they solve very different problems for very different users. n8n is built for internal users, people inside a company who want to automate their own workflows. Think of ops engineers, technical support teams, or developers who need to hook up Jira, Slack, Notion, and other tools they already use. The experience is visual, flexible, and highly customizable. You can run it on your own infrastructure, use JavaScript logic, use it with Cursor and design pretty much any workflow you need. For example: “When a deal is closed in Salesforce, send a message in Slack and create a new page in Notion.” In short, app-to-app workflows. Integration App, on the other hand, is built for product teams at SaaS companies. It’s not for automating internal ops, it’s for powering customer-facing integrations. If you’re building a product and want to let your users connect their favorite tools (like HubSpot, Notion, QuickBooks, etc.) or any tool with an API directly inside your app, that’s where Integration App fits in. You’re not building workflows for yourself, you’re building integration features that feel native to your product. You want your users to click “Connect to X,” go through auth, see mapped fields, and never leave your app. And you need it to scale across thousands of users, each with their own data and credentials. This is where Integration App shines: it handles auth, mapping, data flow, and UI and scales using LLMs to 100s of external applications, all built to work seamlessly inside multi-tenant SaaS products. In short, n8n is for internal workflows. Integration App is for external integrations, the ones your customers use. And here’s the key: you can use both. Use n8n to automate how your internal team works. Use Integration App to let your customers connect the tools they love, inside the product you built.

Today Glide becomes a whole new beast with the beta release of ⚡ Workflows–eerily powerful automations, perfectly integrated with Glide, continuing in our tradition of elegant tools with understated power. All of our customers pair Glide with a third-party automation tool like Zapier or Make, which are great for connecting your app to a wide array of existing services, but awkward for data-intensive automations that our customers want to achieve for a few reasons: 1. Shared data and compute: previously, customers implemented the same logic in Glide & the automation tool, drastically increasing maintenance cost. Glide Workflows have direct access to the same tables and computations as your apps, so your interfaces and automations remain in lockstep. 2. Zapier and Make are optimized for processing single events, connecting tool A to tool B. Glide Workflows are designed for operations on tables and batch data; for example, it's easy to loop over all Orders, then all Items per Order, and then finally complete a summary step. Looping is absent, primitive, or convoluted in these other tools. 3. No-code computations as steps. Glide Workflows has access to Glide's set of powerful computational primitives, making it simple to run AI, call APIs, manipulate numbers and text, without using any formulas or code. Chain these computations with actions to build simple but powerful workflows. 4. One subscription. Businesses want to consolidate their vendors. Agencies want simpler billing for clients. No-code solutions are often cobbled together with many tools, but we want building in Glide to be simpler than that. Business customers get access to scheduled triggers today, and webhook, email, and integration triggers are coming soon. Looking forward to your feedback!

How I Saved 2 Hours Daily by Eliminating 11,000 App Switches on My Mac I recently built Automation Assassin, a tool that analyzes workflow patterns and eliminates inefficiencies through intelligent automation. The results were eye-opening. The Problem Discovery After analyzing a week of my Mac usage data, I discovered I was making 11,000 application switches - with peak hours hitting almost 2,000 switches. The main culprits were constant toggling between Cursor and Safari, and between Telegram and Safari. The Solution Approach Automation Assassin works in several stages: 1. Pattern Analysis: It examines app usage history and website visits to identify repetitive patterns and “death loops” 2. Context Understanding: Using LLM, it interprets these patterns and requests additional context to understand the underlying reasons for the behavior 3. Intelligent Automation: It generates custom code to automate workflows and eliminate unnecessary switches Real-World Applications • Development Testing: Frequent Cursor-to-browser switches for web app testing → Solution: MCP server for auto-testing or hotkey script for 60/40 screen split • Multitasking During Downtime: Watching videos while waiting for Claude Code to complete tasks led to constant app switching → Solution: Triple split-screen setup for simultaneous monitoring • Muscle Memory Errors: Accidentally switching to wrong apps due to habit → Solution: Tracking script that suggests closing distracting apps when this occurs frequently Beyond Simple Automation What sets this approach apart from traditional productivity tools is the combination of: - Deep behavioral analysis - AI-powered interpretation - Custom automation generation - Recognition that some behaviors require coaching rather than just automation The Impact Conservative estimates suggest these automations will save tens of thousands of dollars annually in recovered productivity time. More importantly, it’s revealed patterns I wasn’t consciously aware of. Next Steps I’m continuing to refine the tool and explore deeper behavioral patterns. The repository will be available soon for those interested in analyzing their own workflows.

How I Automated Image Creation Using Google Sheets + AI Most teams don’t struggle with ideas. They struggle with execution. Designing images. Writing prompts. Uploading files. Tracking links. Updating sheets. That’s where time disappears. In this video, I walk through a fully automated workflow that removes all of those manual steps. Here’s what this system does: • Reads image ideas directly from a Google Sheet • Runs on a schedule without human input • Filters rows to avoid duplicates or wasted work • Cleans and converts each idea into a clear prompt • Automatically generates images using Google Gemini • Uploads images to Google Drive • Writes the image link back into the same sheet • Keeps ideas, images, links, and status tracked in one place Everything runs quietly in the background. I’m Adnan Ghaffar. I’ve been building software for over a decade and helping businesses automate workflows since 2019. My focus is simple: find the step that slows everything down, fix it once, and let the system run smoothly after that. If your team feels busy but nothing moves fast, this kind of setup can completely change how work gets done. Take a look and see if it fits your workflow. Adnan Ghaffar CEO, CodeAutomation, Chicago, IL, USA http://codeautomation.ai/ #WorkflowAutomation #GoogleSheetsAutomation #AIAutomation #BusinessAutomation #NoCodeAutomation #AIWorkflows #ProcessAutomation #ProductivitySystems #AutomationTools #AdnanGhaffar #adnan

Automation without limits – My take on n8n In today’s world, time is our most valuable asset. That’s where n8n comes in — an open-source workflow automation platform that connects hundreds of apps and lets you build powerful workflows with zero (or minimal) code. What excites me about n8n: ✅ Visual workflow builder (no need to reinvent the wheel) ✅ Flexible — self-host or run in the cloud ✅ 400+ integrations (APIs, databases, AI tools, messaging apps, CRMs…) ✅ Perfect for automating repetitive tasks, syncing data, and even posting on LinkedIn 😉 Getting Started with n8n for LinkedIn Automation 1. Choose Your Workflow Template • Notion-based → straightforward templated posting • GPT‑4 → content automation + group distribution • Gemini + image → content with visuals 2. Set Up Authentication • Connect your LinkedIn via OAuth. • For AI workflows, connect Google Sheets, GPT‑4, Google Gemini, or image generation API as needed. 3. Customize Flow • Map your fields, prompts, and styling rules. • Add manual approval nodes if you’d prefer a “review then post” approach. 4. Test & Deploy • Test with sample entries. • Once everything works, activate your workflow for daily or as-needed posts. For example, you can: • Generate a LinkedIn post with AI → Review → Auto-publish • Sync Notion content → Distribute directly to LinkedIn • Automate notifications, reporting, and more In short: n8n lets individuals and teams work smarter, not harder. 👉 Have you tried automating your daily workflows yet? What’s the one task you wish was automated today? #Automation #n8n #Productivity #AI #OpenSource

Someone from Accounting still emails a PTO spreadsheet every Friday. Meanwhile, Microsoft just gave her the power to build a replacement app simply by describing it. Copilot’s new App Builder and Workflows agents let licensed users create applications and automate tasks conversationally. It pulls from existing Microsoft 365 data in Teams and SharePoint, going from problem statement to functional app in minutes. No coding needed. No IT ticket. True citizen development. This presents a delightful governance problem. When everyone can build an agentic app, expect fourteen competing smart PTO trackers. It's productivity gains and compliance headaches in the same package. Access is currently limited to the Frontier program—Microsoft’s polite way of saying “we are testing it on brave volunteers first.” The real work for leaders isn't about features; it’s about consequences. Who maintains these agentic apps when the creator leaves, models change and MCP tools fade away? Your SLAs probably don't cover "the chatbot I built three months ago now broke." My forecast: companies with >1,000 seats will see 200+ user-built apps in the first year, with half violating a data policy and none being built with any software development discipline in mind. Progress, I suppose, is letting EVERYONE create the chaos, not just IT. 😃

Google Workspace now has automation built right in! Workspace Flows lets you create agents which complete tasks based on your instructions. It works across the different Workspace apps and has Gemini built in. For example, you could create Flows to: - Automatically draft email replies: An agent can read a customer's question, find the answer in your FAQ Google Doc, and draft a perfect reply. - Stay on top of urgent leads: When someone fills out your Google Form, an agent can instantly send you a summary of their response directly in Google Chat, so you never miss an opportunity. - Filter your inbox: Have Gemini automatically identify and star important emails that need a personal follow-up, so you can focus on what matters. Flows is going to be a genuine time saver for everyone from salespeople to project managers and CEOs. You can see those three examples in action with my hands-on demo on YouTube.