Why I’m Testing AI Tools in Manila — And Why It Matters for Filipino Virtual Assistants More Than Silicon Valley Thinks
Real-world AI tests from Manila with $0–100 budgets. Practical insights for Filipino Virtual Assistants (VAs)—beyond Silicon Valley assumptions.
November 24, 2025

AI Field Tests: Real-World Insights from Manila
Real-world AI tests from Manila with $0–100 budgets. Practical insights for Filipino Virtual Assistants (VAs) in Southeast Asia.
Most people test AI tools from sleek offices in San Francisco. I test them from a modest condo in Manila — with real money, slow internet, and the same limitations most Filipino Virtual Assistants (VAs) face every day.
After 35+ years in tech (from managing Linux servers in 1990 to becoming an IBM-certified AI Engineer), I’ve learned one thing: AI doesn’t matter until it works in the real world. Not in a demo. Not in a YouTube tutorial. But in Manila, Jakarta, Bangkok — where budgets are small, internet speeds vary, and every peso or dollar spent must produce real results.
This newsletter, AI Field Test™ , is my ongoing experiment:
- What can AI actually do for us here?
- What breaks? What works? And what’s actually worth paying for?
- And how can Filipino Virtual Assistants (VAs) use AI to earn more, spend less, and work faster for global clients?
This first post explains why I’m testing AI tools here in Manila, what this environment reveals that Silicon Valley can’t see, and why these tests matter for every Filipino Virtual Assistant working with global clients.
Unveiling AI's True Potential: Why Manila Matters
Bridging the Gap: Understanding the Realities Filipino VAs Face
I didn’t move to Manila for technical reasons. At first, it was simply practical: close to Japan, warm climate, friendly culture, inexpensive permanent residency, and an English-speaking environment — the same environment many Filipino Virtual Assistants (VAs) work in today.
But over the years, something changed.
I began to notice the realities around me:
- Slow and sometimes unstable internet — affecting Zoom calls, file uploads, and client tasks
- High electricity costs — plus occasional blackouts
- Many people can’t afford even a basic laptop or smartphone — limiting access to essential VA tools
- Most have no bank account or credit card — making AI subscriptions difficult
- Schools are overcrowded, and education gaps are huge — adding extra pressure on English and client communication
And then I saw a moment that changed how I think about AI for Filipino Virtual Assistants forever.
A Filipino YouTuber's Struggle: The Pivotal Moment That Changed Everything
A Filipino YouTuber I know — talented, hardworking, determined — cannot get a credit card. So she can’t subscribe to most AI tools. She shoots videos, edits them, designs thumbnails… all on a single smartphone. No laptop. No AI assistants. No paid tools. The environment is harsh, but she keeps creating — just like many Filipino VAs who work with global clients despite similar constraints.
That’s when I realized:
AI’s true value is not in perfect Silicon Valley conditions. AI’s true value emerges when conditions are toughest. AI matters most for Filipino VAs working with limited budgets, slow internet, and real client deadlines.
That insight became the foundation of this newsletter.

Testing AI on a Budget: The $0-$100 Challenge for VAs
Most AI reviewers use expensive Macs, fiber internet, and corporate budgets. That’s not how most Filipino Virtual Assistants (VAs) work.
So my rule is simple:
Every tool I test must fit inside a realistic $0–100/month VA budget.
This forces honesty.
I can’t rely on unlimited API calls.
I can’t subscribe to every AI tool.
If a tool is slow on a 25Mbps connection, it’s slow for VAs in the real world.
If an output is bad, it hurts productivity and billable hours immediately.
Failures teach more than success.
And I include those failures in every VA-focused review.
Manila vs. Silicon Valley: Unveiling the Hidden Challenges for VAs

1. Internet Speed and Infrastructure Realities
My home internet:
- 25Mbps download
- 5Mbps upload
- ₱990/month
Backup is smartphone tethering.
This alone changes everything for VAs.
Most AI demos assume:
- stable fiber
- unlimited bandwidth
- perfect latency
That’s not reality for Filipino VAs.
When I test an AI tool, I test:
- How slow does it become?
- Does streaming break during client calls?
- Can VAs still meet deadlines?
- Is the output worth the waiting time?
Sometimes AI magic breaks instantly on Manila infrastructure — and VAs need to know that.
2. Payment and Platform Limitations
This is the one Silicon Valley truly underestimates.
I can use:
- BDO VISA debit
- Some international services
- Most mainstream AI tools
But Google Cloud Platform (GCP) does NOT accept my card. This affects my work in a real way — just like it affects many Filipino VAs who also can’t access certain platforms.
For example, I want to build:
A tool that identifies YouTube channels with relatively few uploads but disproportionately high subscriber growth — useful for VAs handling research, marketing, or creator support.
Without GCP, however, I can’t build it easily. So the entire idea gets delayed.
Silicon Valley rarely considers such limitations, but here they shape VA workflows, priorities, and even innovations.
3. Cultural and Language Differences
My English level is upper B1, but with AI, I can already write advanced English content.
This alone shows how powerful AI can be for VAs.
In the Philippines:
- English proficiency varies
- Multilingual prompts matter
- Translation costs matter
- Confidence matters
- Cultural nuance matters — especially in client communication
Silicon Valley testers don’t face these barriers. But for Filipino VAs, AI becomes a force multiplier, not a toy.
The Philosophy Behind AI Field Test™
Authenticity Over Hype
I’m tired of Top 10 AI Tools You Should Try lists written by people who have never actually tested them in real VA workflows.
So I follow three rules:
1.I only test tools I personally pay for.
2.I show failures, not just wins.
3.I measure value based on real client-facing results — not features.
If it doesn’t help a Filipino Virtual Assistant (VA) earn more or work faster, it doesn’t matter.
Lightweight Tools You Can Actually Use
I don’t build big apps. I build tiny, specific tools that:
- solve real VA problems
- work on low-end laptops
- run on unstable internet
- cost almost nothing
- help Filipino Virtual Assistants (VAs) first
I’ll share several of these in upcoming releases.
My Background — And Why It Matters Here
I’ve lived in Makati for more than 12 years. And I’ve been in IT for more than three decades — including years working as a VA earning ₱100k–₱1M per month.
- Linux admin since 1990
- Built my first website in 1995
- SEO, WordPress, SaaS, design, servers
- Three published books
- Co-founded Japan’s All-Japan SEO Association
- Advisor to a YouTuber who made $32K in year one
- IBM-certified AI Engineer, Data Scientist, Full-Stack Developer
- Vanderbilt-certified AI Agent Engineer
I’ve seen hype cycles come and go — dot-com, mobile, SEO, social media, crypto.
AI is no different, except for one thing:
For the first time, Filipino Virtual Assistants with almost no resources can compete at a global level.
What to Expect From This Newsletter
Twice-Weekly VA-Focused Insights
- Tuesday : Actionable VA implementation guides
- Thursday : Real test reports, failures, and Manila-based VA benchmarks
All written and tested in Manila.
Who This Is For
- Filipino Virtual Assistants (VAs)
- Upwork VAs working with global clients
- Aspiring VAs who want higher-paying clients
- Part-time VAs trying to scale their income
- Anyone who doesn’t want to spend $300/month on AI tools
- Anyone who wants real, reproducible VA results
Why You Should Care
AI Is Not About the Future — It’s About the Next Invoice You Send
AI is not magic. It’s leverage — especially for VAs.
- Faster work = more client output
- Automation = less admin cost
- Better content = higher-value deliverables
- Smarter workflows = more time for clients
And in the Philippines, the impact is multiplied because:
- budgets are smaller
- competition on Upwork is rising
- constraints are real
- edge matters more for VAs
Ignoring AI is becoming too costly.
The Mission: Make AI Accessible, Affordable, and Practical
Not for Silicon Valley. Not for hype.
But for:
- the VA editing content on a low-end laptop
- the VA who can’t get a credit card to subscribe to tools
- the VA working with unstable internet
- the aspiring VA who can’t afford a powerful PC
- the VA who needs results, not dashboards
This is who I test for.
Join Me in the Field Test
AI Field Test™ is not a theory newsletter. It’s not a trend forecast. It’s not hype.
It’s real tests with my real money under real Manila VA conditions.
If you want:
- practical VA results
- honest VA reviews
- real-world VA experiments
- reproducible VA workflows
- lightweight VA tools you can actually use
Then welcome to the Field Test.
Your environment matters more than your skill — and together, we’ll find out what AI can actually do for Filipino Virtual Assistants working with global clients.
Let’s begin.

IT Engineer with 35+ years of experience, 12+ years in Manila
AI Engineer, Data Scientist, and Full Stack Developer based in Manila. Helping Filipino VAs succeed with AI-powered tools.