Sharp essays on go-to-market, AI in SaaS, and operations, the stuff we wish someone had told us before we shipped. Written by the 
founders, updated as we ship. No ghostwriters, no filler.
How to run competitor analysis that changes decisions: the six things to read, where the data hides, and how to turn a crowded market into positioning.
What TAM, SAM, and SOM actually mean, why bottom-up beats top-down, and a worked example of calculating market size that survives investor scrutiny.
A practical, step-by-step way to validate a startup idea: size the demand, name the buyer, read the competition, and score willingness to pay, in days instead of months.
What an ICP actually is, how it differs from a buyer persona, five concrete ICP examples across B2B categories, and a fill-in template you can use today.
Pricing for 50 AI models across text, speech, image, and video, pulled out of 22 separate provider pages and put in one place. The same workload ranges from $18 to $3,037 a month depending only on which model you pick.
A founder's field guide to the three disciplines that now decide whether anyone finds you: search engine optimization, answer engine optimization, and generative engine optimization, explained by someone who has watched search change for twenty years.
Building a SaaS product takes a weekend now. Selling it takes a year. A founder's note on why go-to-market broke for solo founders and builders, and what we built about it.
Everyone says building is easy now and selling is hard. A systems view of the B2B funnel, social strategy, email, agencies, and AI that says otherwise.
Yes, but not the way most founders run it. What killed mass email, what targeted outbound looks like now, the deliverability craft nobody warns you about, and when to let Cafiyn FlyWheel run it for you.
How startups build B2B pipeline with no brand, no budget, and no sales team: the honest DIY playbook, what agencies really cost, and the SaaS-priced model priced in Wheels from $29/mo.
Four realistic paths from launched app to your first 10 paying B2B customers, what each costs a solo founder with no network, and how Cafiyn FlyWheel runs the whole acquisition loop as straight SaaS from $29/mo.
Vibe coding ships fast and breaks in predictable ways. Here is what the 2026 research, the real breaches, and a practical checklist say about doing it safely, and where Cafiyn fits in.
Most companies say customer-first; few are structured about it. The operating cadence, the three rituals, and the metrics that make it a practice, not a poster.
A short founder note on why we made several focused offerings instead of one platform, why we stay small, and what 'execution over theatre' means when you have to live by it.
A decade of building enterprise platforms at Zoho, Freshworks, and Iris. The mistakes I watched compound, and the five rules I now apply without exception.
Every SaaS is bolting on an AI assistant. That worked through 2025. AI-native rivals with a tenth of the surface area are arriving, and the divide is compounding. What to do about it.
Most CS teams are set up to fail because they are framed as a department with metrics, when the function is actually operations spanning sales, product, and support. What changes when you treat it that way.
Each stage of company growth needs a different operating model. The patterns I learned the hard way taking ventures from zero to fifty million, and the ones founders try to skip.
Future-proofing kills more architectures than scale ever does. A practical rule of thumb for when to invest in scalability, drawn from a decade at Zoho, Freshworks, and inside Iris.
Operational tools rarely fail at launch. They fail eighteen months in, when the team has quietly built workarounds and stopped trusting the system. Why that pattern repeats, and how to design against it.