Blog
Practical notes on AI, automation, and web development. Short reads, concrete takeaways.
4 min read9 Steps: Visual Search That Sells
A simple checklist for e-commerce owners: 9 steps to make product images understandable for visual search and AI agents. No coding required.
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4 min read5 Decisions Before Setting Up robots.txt for AI Agents
Before allowing AI agents on your site, decide: why you’re doing it, what content to show, who to let in, what limits to set, and how to measure the results. Simple, no coding required.
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5 min readChatGPT Work vs Zapier/Make: What to Choose for SMEs in 2026?
A straightforward comparison for SMEs: when to use ChatGPT Work (an agent for files and applications), when Zapier/Make is better, and when to combine both. Examples from Inbox, CRM, reports, costs, control, and GDPR.
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6 min readFor Companies with 10-50 Employees: ROI of Microsoft 365 Copilot with
A fresh, numerical way to check in 14 days if Microsoft 365 Copilot with GPT-5.6 is worth it for companies with 10-50 employees. A simple ROI sheet and breakeven thresholds.
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4 min readDoes GraphRAG Make Sense for Small Businesses? A Decision Tree
Decision: GraphRAG or simpler RAG/FAQ? Here’s a non-technical decision tree based on question complexity, compliance, error risk, and maintenance costs, using a city map analogy.
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5 min readIs Your Team Ready for Managed Agents Gemini?
A practical guide for SMBs: what tasks to assign to Gemini agents 24/7, how to set time and budget limits, when to require manual approval, and the business benefits you can gain — no coding required.
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4 min readIs an AI Quiz Worth It? ROI for E-commerce SMBs
Does an AI quiz (interactive advisor/product finder) actually generate revenue for a small store? I provide a simple ROI formula, figures for 10k/50k visitors, tool costs, and entry thresholds. No jargon, with ready-made no-code setups.
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5 min readFor CFOs of SMEs: AI Agent Audit — Limits, Registry, and Control
A simple framework for CFOs: limits like a credit card, a registry like a bank statement, dual approval, and quick agreements with CRM/ERP. Implement without coding in n8n/Make/Zapier and a spreadsheet.
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5 min read7 Signals: Detecting Deepfake in Conversations — Sales Checklist
Deepfake is no longer just about videos. In B2B sales, attacks happen over the phone, video, and direct messages. Here’s a simple checklist of 7 signals and procedures you can implement today—without new tools or coding.
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5 min readOpenAI Jalapeño: Is the ROI of Automation Changing for Small and Mid-S
OpenAI and Broadcom have announced the Jalapeño chip for faster and cheaper AI model operations. Does this change the profitability of automation for small businesses? Check the ROI thresholds and a simple calculator for three processes.
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5 min readFor Slack Teams: No-Code AI Assistant in 3 Hours
In just 3 hours, you can set up a 'standby agent' in Slack that collects requests, responds from your company's cheat sheet, creates tickets in CRM/PM, and escalates to a human. No coding required: Slack + Zapier/Make/n8n + Claude or OpenAI. Simple, secure, and with clear rules.
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4 min read5 Steps: AI Shelf Monitoring Without Industrial Cameras
How to launch shelf monitoring with AI without expensive cameras? In 5 steps: photos from your phone (WhatsApp/Drive), ready-made image recognition and price OCR, plus automated tasks in a spreadsheet/CRM. Weekend implementation, no coding required.
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