Zero Shot vs Single Shot vs Multi Shot Prompting
In the context of prompting, shots refer to examples in your system prompt to guide the LLM output. The more
In the context of prompting, shots refer to examples in your system prompt to guide the LLM output. The more
Most AI projects fail. “95% of enterprise AI and GenAI pilots fail to achieve measurable results or ROI.” - Source:
Everyone’s obsessed with building AI, but very few talk about debugging it. Because, let’s be honest, most people
One of the biggest reasons many AI projects fail is that businesses try to automate everything. They remove humans from
What is n8n AI Workflow Builder? The AI Workflow Builder in n8n turns natural-language prompts into working automations. It selects,
2026 will mark a major turning point in the global job market, the year of mass layoffs driven by the
I’ve been tracking my time for over a decade using a time-tracking tool called 'Hravest'. So naturally,
Most Voice AI systems start to fall apart the moment you interrupt them. They may lose track of context, restart
Why does my article appear in AI-generated results? My article appears in AI-generated responses because it is currently more comprehensive
What is Agent Kit? Agent Kit is a set of tools developed by OpenAI that helps users build, deploy, and
n8n requires technical knowledge, but Google’s Opal, Base44, and Lovable work with plain English instructions. That’s the Achilles’
99.99% of AI “gurus” never talk about this because they don’t know. Most are in the business of
Let’s say you want to keep track of changes on a specific web page. Traditionally, you would have to
A typical n8n workflow lacks error-handling capabilities. The workflow below receives call data from Retell AI via webhook. It then
OpenAI introduced Instant Checkout inside ChatGPT for Plus, Pro, and Free users. What is Instant Checkout? Image Source: https://developers.
What is AI Slop (AI workslop)? AI slop means content that is produced quickly by machines but never reviewed by
Ever tested a voice AI agent and wondered why it reads commas out loud after a website or email address,
A Voice AI Agent is a system that can listen, understand, and respond in real time. A Voice AI Agent
Many content creators, unfortunately, ramble far too much and take forever to get to the point. Instead of delivering the
I once saw an ad on YouTube that said: “Teenagers are building AI companies while the only tool you know
Tools like n8n are just the Engine and not the Car. And you need a fully functional car to deploy
Below are the main differences between n8n and Make.com, ordered by how much they matter for building AI Automation
When writing prompts, always ask yourself this question: What am I leaving out for AI to assume? This will help
When I started vibe coding, I had my doubts. My prompts often won't work. There was no structure
Most publicly shared AI Automation workflows have little to no commercial value. AI Workflows Built for Content Marketing (aka the
Consider the following scenarios for an auto repair shop that relies on a Voice AI Agent for handling enquiries and
Most of the AI influencers you see today are in their 20s. For many, it’s their first career. They’
You probably have heard of a story like the one below: Image source: https://www.linkedin.com/feed/update/urn:
In the context of setting rules or constraints, there are two categories of prompts: False Positive prompts and Conservative Prompts.
Two-way syncs in automation workflows can be dangerous. It can delete your meetings and database. One day, out of the