Insights
Field notes for serious operators
Hard-won thinking on how serious software actually gets built, from the team that ran engineering at Lamudi and built LISTD. No filler, no generic agency takes.
Rebuild or Refactor: When a Marketplace MVP Hits Its Ceiling
Rebuild or refactor a marketplace MVP that hit its ceiling: a senior framework for deciding on a live property platform without breaking listings or SEO.
Read articleBuilding for Emerging Markets: Connectivity, Payments, and Mobile-First in Southeast Asia
Building marketplaces for emerging markets in Southeast Asia: how to architect for budget Android, patchy 3G, and local e-wallets like GCash, not cards.
Read articleProgrammatic SEO for Marketplaces: Ranking Thousands of Listing Pages
Run programmatic SEO for marketplaces without tripping Google's scaled content abuse policy, using faceted triage and our 30 percent uniqueness bar.
Read articleMonetizing a Property Marketplace: Leads, Featured Listings, and Subscriptions
How to choose a monetization model for a property marketplace: lead-gen, featured listings, subscriptions, and ads, and the engineering each one forces.
Read articleTrust and Safety on a Listings Marketplace: Fighting Fake and Stale Listings
Marketplace trust and safety for property platforms: how operators detect and fight fake and stale listings before they quietly erode buyer trust and liquidity.
Read articleHandling Millions of Property Photos: Storage, CDN, and Image Pipelines
How to build a property photo pipeline at scale: direct-to-cloud uploads, WebP and AVIF delivery, CDN edge transforms, and duplicate photo fraud detection.
Read articleMap-Based Property Search: UX and Performance at Scale
How to build map-based property search that stays fast at scale: clustering, geohash aggregation, viewport queries, and UX trade-offs that decide conversion.
Read articleDesigning the Data Model for a Property Marketplace
How to design a property marketplace data model that scales: the property vs listing split, project and unit hierarchy, price history, and geo-search.
Read articleListings Search That Scales: Geo-Search, Filtering, and Relevance
How to build listings search at scale: geo-search, faceted filtering, and relevance ranking, with the build vs buy calls that actually hold up on a live property marketplace.
Read articleSolving Marketplace Liquidity: The Cold-Start Problem for Property Platforms
How to solve the marketplace liquidity cold start problem on a property platform: supply-first seeding, aggregation, and the liquidity metrics that matter.
Read articleHow to Structure a Fair Equity-for-Build Deal: Vesting, Cliffs, and Valuation
The mechanics of a fair equity-for-services arrangement, from the valuation basis to vesting schedules to IP and exit terms, so the deal survives contact with reality.
Read articleHow to Vet an Equity Build Partner Before You Give Away Equity
Equity is permanent. Here is how serious operators pressure-test a build partner, spot the red flags, and de-risk the decision with a paid pilot before handing over a piece of the company.
Read articleEquity for Services vs Cash Retainer vs Fractional CTO: The Real Tradeoffs
A side-by-side breakdown of the three ways serious operators buy senior engineering, what each actually costs, and how to tell which one fits your situation.
Read articleThe Equity-for-Services Playbook: Trading Equity for a Senior Build Partner
A practical framework for operators deciding whether to trade equity for a senior engineering team. Cash retainer vs fractional CTO vs equity build partner, how to structure a fair deal, and when the model does not make sense.
Read articleBuilding a Two-Sided Property Marketplace: The Architecture Decisions That Matter
A senior team's guide to two-sided property marketplace architecture: the data model, search, supply-side tooling, and monolith decisions that matter.
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