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Every website is an HTML page, which comprises of 2 parts.
The Body, which is what we see on this webpage and Header, which is what makes the page secure, discoverable, and interactive.
When it comes to the security aspect of our webpage, there are a LOT of variables to take into consideration that extend beyond the Header section of an HTML, of course. However, that's out of scope for this post.
What prompted me to look into this was an article that showed how so many WordPress sites (which still dominate the web) are insecure.
Today, I want to focus on a few simple tools you could use to resolve this yourself whether or not you use WordPress.
- SecurityHeaders.com - A free tool by Snyk, which you can use to scan sites for yourself or your clients
- A n8n automation to save the scan results on Gsheets and provide actionable recommendations and either handle them yourself, or use a code editor such as Claude Code, Cursor, etc to handle them
If WHY is not clear, just consider these 2 edge cases.
- A failed Content Security Policy, can result into someone stealing your cookies or even injecting an unsafe form that could result into your PII and credit card info being leaked.
- A failed Permissions Policy, could result into your Mic/Camera being accessible by malicious actors.
Long story short, take Security seriously.
Most developers may not know this.
OpenAI quietly sponsors up to 10 million free tokens every day if you enable data sharing in your API settings.
That’s roughly 5,000 pages of text daily, enough to power an entire product prototype or content engine — for free.
If your prompts don’t include sensitive data, this is the easiest way to run the GPT-5 API nearly cost-free.
How it works
Model TypeFree Tokens/Day (Tier 3–5 users)
Equivalent TextMini models (gpt-5-mini, 4.1-mini) -> 10M~5,000 pages
Main models (gpt-5, 4.1, o3) -> 1M~500 pages
For Tier 1–2 users, the limits are about 25% of that.
Activate in 3 Steps
1️⃣ Visit platform.openai.com → Settings → Organization → Data Controls
2️⃣ Under “Share inputs and outputs with OpenAI”, select Enabled for all projects
3️⃣ Click Save — your account is now enrolled
Your daily allowance refreshes automatically.
Why It Matters
For builders, that’s effectively free compute for:
- Rapid-fire idea testing
- Text generation pipelines
- Automated research or content workflows
Just remember: disable sharing for any project involving private or client data.
Desperation fueled my growth
Last May was a turning point in my solopreneurial track.
I was making no money.
I knew that content marketing is crucial to succeed, but I observed a new trend; namely that of N8N. It has a low KD and high SV.
N8N started being a versatile tool for so many repetitive workflows from finding Reddit Leads to generating JSON-LD Schema Markups (which help you appear faster on AI).
These tools helped me increase by reach both as a problem solver and as a creator.
What is more, when someone pays you for a problem that is instant PMF validation.
Use Automation Appropriately
While I earned a small amount of money, I learned a valuable lesson.
Automate systems, not relationships.
Build trust manually, while you let machines handle the grunt work.
If you use generative AI in client-facing processes, such as outreach messaging, make sure you leave your personal touch in the process.
Sign up for the limited spot “AI as your colleague” if you wish to learn how to use AI as your collaborator. This program is for serious and experienced entrepreneurs.
We hustle daily, right?
One day is great, followed by several down days, at times.
But we keep building and eventually we earn trust.
I decided to share my ~ 3 year journey on Solopreneurship on Medium.
People loved it.
Why though?
I was a bit surprised, but then again in hindsight it makes sense.
People love reading about how to make money.
Just think of the algorithms that rule our life.
- I make $5K/day easy
- How to make $349 in 1 day
- etc.
The lists go on.
But as someone who lives in reality, I thought I'd share the hard truth behind solopreneurship and surprisingly how writing about it has resulted in a funnel for my freelancing services!
This video tutorial shows how to build a complete web scraping workflow by combining Crawl4AI, n8n, DigitalOcean, and Supabase. It walks through checking site permissions (robots.txt, sitemap.xml), setting up a Docker-hosted Crawl4AI endpoint on DigitalOcean (with memory sizing, port configuration, and securing via API token), and then building an n8n flow to fetch URLs from a sitemap, loop through them, scrape each listing, and finally push structured data into Supabase for retrieval and use in a RAG (retrieval-augmented generation) system. The result: you can ask natural-language questions (e.g. “any four bedroom listings?”) and have your AI agent answer based on fresh scraped data.
High ranking content has fundamentally achieved 3 things.
- Content that hooks people
- It is posted in the right places at the right time
- The right keywords are used.
This is a highly distilled version of the art of content marketing.
Purpose of this post is to provide a framework that you can use today to achieve results within days with a focus on keywords.
Why it works
This is how I grew my YouTube channel in the last year, with a few explosions here and there, as you can see.
Tutorial video for the visual learners is here.
If you want to read the longer version, check the Medium article I wrote.
XI Labs just announced the Chroma Awards -- it's not exactly a job, but you can get rewarded if you are good
what it is: a Gen AI hackathon for AI in Film, Music, and Games
- 📅 Key Dates:
- Aug 18 — Categories, rules, and prizes revealed
- Sept 1 — $1M in free trials + submissions open
- Nov 3 — Submissions close, judging starts
- Dec 7 — $150K in cash prizes awarded
I revived my language learning platform, Llanai. I am documenting the building in public here.
Vision is to make language learning a social activity among AI agents, teachers, and students, while keeping the goal of fluency, finding jobs, and forming a network as the driving forces for its growth.
Let me know if you are a teacher or you know of anyone that is a teacher.
July is my 3rd straight month of making Gumroad revenue using a workflow automation tool called n8n. If you are unfamiliar with it check the following article.
In July, I detailed how to use n8n to make a small, but growing source, of passive income. This has largely been driven by my consistent marketing presence on YouTube and Medium.
How I did it
YouTube is one of the ways I educate people on the intersection of AI and information technology, in simple terms, which is the niche I am carving out — there are way more non-technical people than technical people, so I am better off targeting them former.
Whether, it’s about practical automations, such as
- generating schema markup to appear on ChatGPT
- creating an intelligent customer service representative for your site
or experimental use cases, such as
- making generative video using Google’s Veo3
- animating pictures using models served on HuggingFace
There is a plethora of content I use as a funnel to my brand.
I wrote more about it here.
As some of you know, I have a small side hustle selling n8n automations.
A resident of Japan bought one of my Reddit Lead Generation workflows.
It's a simple workflow that sends Reddit threads that contain the relevant keywords.
You can find the more detailed workflow description here.
Here's a tutorial.