Notes on making systems
behave in production.
Working notes on building and operating automation, APIs, and integrations. Each note records a decision, a failure mode, or a piece of operating practice worth keeping.
- 01
Writing a runbook somebody will actually read
Most runbooks are architecture documents wearing a different hat. A runbook is read by a tired person under pressure, and it should be organised around what broke.
OperationsDocumentationHandover7 min read - 02
What turns an endpoint into an API product
The endpoint is the easy part. Authentication, quota accounting, plans, billing, a dashboard, docs, versioning, error shapes and rate limits are the product.
API productsPlatformDeveloper experience7 min read - 03
Retries that help, and retries that make it worse
Retrying is the default fix for a flaky integration. Applied to the wrong failure it turns one problem into duplicate charges, duplicate emails, and an outage you caused yourself.
ReliabilityIntegrationError handling8 min read - 04
Why your automation fails quietly, and what to do about it
An error page is a gift. The dangerous failures are the ones that produce no error at all, and keep reporting success while nothing happens.
ReliabilityAutomationMonitoring7 min read - 05
Stop Struggling With Your Business Email, Try Spacemail
Spacemail is a professional business email solution built by the Spaceship for people who care about both power and simplicity.
OperationsAutomation4 min read - 06
Claude in Chrome: Real-World Productivity or Just Beta Hype?
Explore Claude in Chrome's features, real-world use cases, and security risks. Learn AI agent can automate your browser tasks.
AI toolingBrowser agents4 min read - 07
How to Auto-Sync WooCommerce Orders to Google Sheets with n8n (2025 Guide)
Stop manual data entry. Learn how to sync WooCommerce orders to Google Sheets using n8n.
n8nOperationsAutomation4 min read - 08
How to Automate Your Recruitment Pipeline with n8n (2025 Guide)
n8n recruitment automation refers to using the open-source workflow tool n8n to automate repetitive hiring tasks, screening resumes, sending acknowledgment emails, and organizing candidates, without manually processing e.
n8nLead routingAutomation6 min read - 09
Unlocking AI Power with n8n 2.1.0: Meet the Chat Hub
Unlock the power of AI with n8n 2.1.0 Chat Hub. Build custom agents and streamline workflow automation with this ChatGPT-like interface.
n8n3 min read - 10
n8n Guardrails Node: Dedicated Node to Secure Your AI Workflows
Complete guide of n8n Guardrails Node that protects AI workflows from data leaks, jailbreaks, and NSFW content.
n8nSecurityReliability8 min read - 11
How I Built a Payroll Automation System That Actually Works
Learn how to automate payroll slip distribution using free tools. Save 15+ hours monthly with this simple workflow for small businesses.
OperationsAutomation3 min read - 12
Reality Check: I Tested Browser Agents So You Don’t Have To
I tested browser agents for automation. 13 minutes, zero results. Here's what went wrong with ChatGPT Atlas & Comet Browser.
AI toolingBrowser agents11 min read - 13
ChatGPT Atlas Just Launched and Perplexity Comet Should Be Worried
ChatGPT Atlas has features Comet can't match. Compare AI browsers, benchmarks, and why Atlas might end Perplexity's run.
AI toolingBrowser agents6 min read - 14
OpenAI Just Dropped ChatGPT Atlas: A Browser That’s Actually Smart
OpenAI launches ChatGPT Atlas, a smart AI browser with agentic features, memory, and deep productivity tools for Mac users.
AI toolingBrowser agents7 min read - 15
Stop Leaking Your API Keys: GitHub Secret Scanning Gets Supercharged in 2025
Stay safe from API key leaks with GitHub’s upgraded secret scanning and push protection features in 2025.
SecurityReliability3 min read - 16
Meet Comet: The Agentic Browser That Thinks for You
Try Comet, an agentic AI browser that does the research for you. Get 1 month of Perplexity Pro free from this special link.
AI toolingBrowser agents2 min read - 17
iFlow CLI , The Free AI Assistant That Lives in Your Terminal
Meet iFlow CLI. A free AI assistant for developers that runs inside your terminal to automate tasks and boost productivity.
AI toolingWorkflow design3 min read - 18
Is OpenAI’s Agent Builder Really Going to Kill n8n? Let’s Talk About It
Is OpenAI Agent Builder killing n8n? A balanced comparison of both automation platforms and why they'll likely coexist in your tech stack.
n8nAI toolingWorkflow design5 min read - 19
OpenAI Unveils Agent Builder during DevDay
OpenAI launches Agent Builder at DevDay 2025 - a drag-and-drop platform for creating AI workflows without code.
AI toolingWorkflow design3 min read - 20
How I Built My Dream Browser Extension with AI to Boost Productivity
Learn how I used AI tools like Claude and a $300 budget to build a custom AI Browser extension for ultimate productivity.
AI toolingBrowser agents4 min read - 21
I Almost Lost 6 Months of Work in 10 Seconds
Almost lost months of n8n work until I built this automated backup workflow. Dual protection to Google Drive & GitHub.
n8n8 min read - 22
Why Blogging is Hard for E-commerce Owners and How to Overcome It
Learn why blogging is hard for e-commerce owners and discover proven strategies to create engaging content that drives traffic and sales.
AutomationOperations4 min read - 23
Why Managing Dropbox Files Manually Drains Your Productivity
Manual Dropbox file management drains productivity and learn automated solutions to organize, sort, and manage files efficiently.
OperationsAutomation5 min read - 24
Why Manual Expense Tracking is Hurting Your Finances
Manual expense tracking hurts your finances. Learn how automated expense management saves time, reduces errors, improves financial control.
OperationsAutomation5 min read - 25
Writing Blogs for Your Shopify Store Feels Impossible , And How to Fix It
Transform Shopify blog writing from impossible to easy. Get actionable tips to create engaging content that boosts traffic and conversions.
AutomationOperations4 min read - 26
5 Signs Your Business Needs Workflow Automation
Discover the 5 clear signs your business needs workflow automation. Learn when and how to implement automation to boost productivity and growth.
AutomationOperations7 min read - 27
Boost Your Productivity with Ready Made Automation Workflows
Get ready-made automation workflows that instantly boost productivity. Stop manual work and start automating repetitive tasks today.
AutomationOperations3 min read - 28
How I Built a Workflow That Posts to 100+ Groups Automatically
Learn how I built an automated workflow that posts to 100+ Facebook groups automatically. Save hours with this social media automation guide.
AutomationOperations13 min read - 29
Now You Can Automatically Manage Dropbox Using Dropbox MCP
Discover Dropbox MCP for automatic file management. Streamline your workflow with intelligent Dropbox automation and organization.
OperationsAutomation5 min read - 30
Stop Drowning in Manual Tasks: 7 Business Automations That Actually Work
Stop drowning in manual tasks! Discover 7 proven business automations that actually work to save time and increase efficiency.
AutomationOperations7 min read - 31
Stop Losing Sales to Slow Pages: Auto-Check Your Website
Slow pages lose sales. Learn how to automatically monitor website speed and prevent customers from leaving due to poor performance.
AutomationOperations5 min read - 32
Stop Wasting Time on Boring Tasks Before You Go Crazy
Tired of boring, repetitive tasks? Learn how to automate tedious work and reclaim your time for what really matters in your business.
AutomationOperations8 min read - 33
Why Managing Your Schedule Feels Overwhelming and How to Fix It
Fix overwhelming schedule management with our smart calendar assistant. Voice-powered Telegram bot with Gemini AI for effortless planning.
OperationsAutomation5 min read - 34
Why Manual Lead Data Entry Is Holding Your Business Back
Manual lead data entry holds your business back. Learn how to automate lead capture, processing, and management for better results.
Lead routingAutomation5 min read - 35
Why Manual Restaurant Lead Research is Draining Your Time and How to Fix It
Stop wasting time on manual restaurant lead research. Learn how to automate lead generation and data collection for better results.
Lead routingAutomation5 min read