Writing
Notes from building the working slice.
Field notes from a small team: AI operating systems for Southeast Asian enterprises, the compliance we build around, and what actually books jobs for the trades. No fluff, real numbers.
AI systems
How we think about AI operating systems for Southeast Asian enterprises: architecture, cost, and the build-versus-buy math.
September 5, 20267 min read
We audited our own indexing last month. We missed two of our own product pages.
Checking whether last month's SEO fix actually held turned up a second redirect bug, a wrong canonical domain, and 34 pages never crawled at all.
ReadSeptember 4, 20266 min read
We shipped a month of SEO work and our position never moved. Here is why.
The instinct when rankings sit flat is to build more. Ours was wrong: a sitemap gave Google no reason to look at 88 of our own 103 pages.
ReadAugust 19, 20266 min read
Silent automation failures: how four of our own systems broke while reporting success
Four of our own automations quietly broke while reporting success, one of them for almost two months. What actually went wrong, and the one rule we build into everything now.
ReadMay 26, 202611 min read
Hire a Filipino AI developer or a US agency? An honest breakdown
Real cost data, RA 10173 compliance, timezone reality, and the three cases where a US agency genuinely wins. The answer is not tribal. It depends on what you are building and who has to use it.
ReadMay 25, 202612 min read
Why mid-size SEA lenders need an AI OS, not another point vendor
Philippine rural banks and SEA lenders keep buying AI tools that never talk to each other. Here is what an AI OS for lenders actually fixes, the analyst tax it removes, and when you genuinely need one.
ReadMay 23, 202615 min read
Custom AI development cost in the Philippines: the honest number
Real builds start at ₱150,000. Here is the honest breakdown of what each peso buys, and why ₱35,000 quotes are almost always a trap that sets buyers up for a failed project.
ReadMay 14, 202611 min read
What is an AI OS? A practical definition
Most vendors calling something an AI OS mean a chatbot in a deck. What an AI OS actually is, and how an emerging-market builder gets the same pattern for less.
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Compliance
The regulations we build around, in plain language, and what they mean for AI in finance.
Ecommerce
Selling online in the Philippines: what actually breaks between the ad click and the delivered order, and which parts are worth automating.
Contractor growth
Practical notes for trades: capturing the calls you miss, getting found, and turning a website into booked jobs.
August 19, 20267 min read
Phone answer rate statistics for home services (2026), including our own
Most people no longer answer an unrecognized number. Verified 2026 answer-rate and caller-ID stats, plus our own 56 cold calls and 100 cold messages, in full.
ReadAugust 7, 20266 min read
AI receptionist for plumbers: what it costs
A plumber cannot answer with both hands in a crawlspace. What an AI receptionist actually does on a plumbing line, what it does not do, and what it costs.
ReadJune 17, 202610 min read
How to get more plumbing work in 2026 (without renting leads)
Pay-per-call plumbing leads cost you every time. Every channel that brings in plumbing jobs, free and paid, ranked by cost, speed, and lead quality.
ReadMay 30, 20266 min read
The weekend HVAC job you lose, and how to catch it
Emergency HVAC leads after 5pm are your highest-converting ones, and most go to voicemail and then to a competitor. Three automations catch them: web chat, call notes, and missed-call text-back.
ReadMay 27, 20266 min read
Missed-call text-back for contractors
Every missed call is a $400-plus job walking to your competitor. An instant text reply keeps the lead warm until you can call back. Here is how it works, the math, and how to set it up.
ReadMay 27, 20267 min read
Best website builder for plumbers in 2026
A plumber's website needs to generate leads from Google, not just look nice. Here is how five options stack up on the things that matter: SEO, speed, lead capture, and how much of your time they cost.
ReadMay 26, 20267 min read
How to get more roofing leads in 2026
Roofing demand spikes with the weather, not the calendar. Here is where roofing leads actually come from, ranked by cost and speed, plus the storm-damage page most roofers still don't have.
ReadMay 22, 20266 min read
How to get more Google reviews as a contractor (without begging)
The system that builds your five-star reviews automatically, after every job, without a single awkward ask. Here is why most contractors under-collect, and the flow that fixes it.
ReadMay 20, 20267 min read
Lead and booking automation for contractors, explained
Contractors lose jobs to missed calls every week. A lead-capture automation recovers the call by text, qualifies the lead, and books the job.
ReadMay 18, 20267 min read
How much does a contractor website cost in 2026?
The real answer is $600 to $10,000-plus, depending on who builds it and which package it includes. Here is the breakdown so you know exactly what you are paying for.
ReadMay 15, 20266 min read
Do contractors need a website in 2026?
Even on word-of-mouth, contractors lose thousands a month without a site. Most referred customers still look you up online first, and if they cannot find you, they find a competitor.
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Small business
Practical notes for owners of any small business, not just the trades: the back-office work that eats a week a month, and what it actually costs to hand off.