Latest News & Articles
Cost-wise: Make or n8n or Zapier?
Compare Make, n8n, and Zapier on cost, features, and AI automation. See which platform fits simple tasks, complex workflows, or AI-driven agents.
· Sagger Khraishi
How to Prompt Inject through Images
Why prompt injecting through images works as a jailbreak, even for GPT 5, and how you can test on your own GPTs.
· Sagger Khraishi
Invisible Unicode is what flags your content as AI-generated
It's not having an em-dash that screams AI generated. It's the invisible Unicode that gets dropped off when you generate.
· Sagger Khraishi
GEO & AI Search Engines: How AI Sees Content Quality
Explore how AI Search Engines evaluate Content Quality for Generative Engine Optimization. Learn the metrics that make your content rank higher.
· Sagger Khraishi
AI Agents vs MCP vs Automation
Automation executes, agents decide, MCP connects, and you need to choose what's best for your situation.
· 4Fsh Team
How to balance Input with Automation
Balance AI by automating the routine while people scope and make the final call for fewer failures.
· 4Fsh Team
When you do a SWOT analysis instead of Googling your name
AI is great when it comes to doing traditional analysis on non-traditional things.
· Sagger Khraishi
The assistant, not the author.
How AI is engraining in New England schools: From the tools to PD to the pilots.
· Sagger Khraishi
RAG Poisoning and the Drift You Don’t See
Change the retrieval, change the answer. RAG turns inputs into control channels. Plant a sentence and the assistant will show it with confidence.
· 4Fsh Team
Teacher Training, Two Playbooks
From Rhode Island to NYC, states steer AI with PD and pilots. China mandates hours and competencies. Two playbooks. Same classroom stakes.
· Sagger Khraishi
Writing AI Into School
China mandates AI class hours; the Northeast integrates with guardrails. What that means for teachers' workload, planning, and assessment.
· Sagger Khraishi
China & the US Northeast are setting AI’s Ground Rules for K-12
How New York, Massachusetts, Rhode Island, Maine, and New Hampshire are shifting to teacher-led AI use - while China mandates hours and scope.
· Sagger Khraishi
How to start n8n for AI Automations
Beginners guide on how to create your first AI Automation with n8n. From setup, connecting apps, to creating a translator.
· Sagger Khraishi
How to start using Make for AI Automations
Beginners guide on how to create your first AI Automation with Make. From setup, connecting apps, to creating a translator.
· Sagger Khraishi
Cost-wise: Make or n8n or Zapier?
Compare Make, n8n, and Zapier on cost, features, and AI automation. See which platform fits simple tasks, complex workflows, or AI-driven agents.
· Sagger Khraishi
How to Prompt Inject through Images
Why prompt injecting through images works as a jailbreak, even for GPT 5, and how you can test on your own GPTs.
· Sagger Khraishi
New Jailbreak for GPT-5
It shouldn't be this easy to jailbreak GPT-5, but here we are with a new injection technique.
· Sagger Khraishi
Feel like you write like an AI? You kind of are...
If you use AI to write the first draft, and then edit... There's bad news - backed by science.
· Sagger Khraishi
Why AI Just Can't Fix that Bug
The steps between feeling like a Prompting God to feeling like you are being gas lit by an AI is roughly 7 steps.
· Sagger Khraishi
Invisible Unicode is what flags your content as AI-generated
It's not having an em-dash that screams AI generated. It's the invisible Unicode that gets dropped off when you generate.
· Sagger Khraishi
When the model hallucinates, and you didn't know
Models will hallucinate. Sometimes when you are demoing the model like what happened at the OpenAI demo for GPT-5.
· Sagger Khraishi
How to find your AI API keys
Learn where to get your API keys for OpenAI, Anthropic, and Perplexity, so you can connect it to your automation.
· Sagger Khraishi
How NOT to find your AI API keys
Where you shouldn't be finding your private API key. The public internet.
· Sagger Khraishi
Lead Research for Calendar Signups via Make
Get background information on who's signing up to your calendar with an AI automation
· Sagger Khraishi
Custom Lead Magnet via Make
Make a personalized lead magnet for your site, converting potential signups into happy warm leads.
· Sagger Khraishi
AI generated Review Floods
Review floods are a reputational DoS. How AI-made fakes, extortion, and pile-ons drown trust–and what founders can do to stay resilient.
· Sagger Khraishi
High-Confidence Wrong: AI and Insecure Code
Studies show ~45% of AI-generated code carries OWASP-class flaws. The threat isn’t exotic - it’s ordinary defaults shipped at machine speed.
· Sagger Khraishi
That Trust Stack is Under Attack
AI scaled social engineering. Deepfakes, spoofs, and fake AI tools exploit meetings and calendars. Treat every channel as an attack surface.
· Sagger Khraishi
When Your AI Agent Leaks Your Knowledge Base
Indirect prompt injection can hijack agents and exfiltrate your docs. See how RAG, tools, and supply chains open leaks–and what to do next.
· Sagger Khraishi
Fake Chatbots, Extensions, and Apps
How fake ChatGPT apps and extensions exploit speed, trust, and convenience to hijack business accounts and bleed ad spend.
· Sagger Khraishi
The Trojan Stack: Fake AI APIs and SDKs
Malicious AI-branded SDKs, fake APIs, and extensions are the new supply chain. How they steal tokens and hurt startups - and what to watch.
· Sagger Khraishi
Industrialized AI Intimacy Scams
Inside shift-based, AI-oiled chat factories that scale intimacy across apps and convert attention into deposits.
· Sagger Khraishi
When a Meeting Isn’t a Meeting
Live deepfake calls blend faces, voices, and authority to move money. Arup's loss shows founders must treat meetings as attack surfaces.
· Sagger Khraishi
The Clone On The Line
AI-cloned voices turn routine calls into urgent traps. How vishing exploits trust, scales with kits, and targets SMBs.
· Sagger Khraishi