Development Articles, Tutorials & More

Knowledge Base Architecture: Clusters, Not Categories

Organizations today manage vast volumes of information—technical documentation, customer support guides, internal policies, and so much more. A well-structured knowledge base can be a game-changer, improving productivity, reducing support costs, and enhancing user experience. However, as information grows, so do …

A/B Testing Guardrails: Power, Peeking, and Ethics

Every digital product team is familiar with A/B testing. It’s the go-to method for data-driven decision-making, enabling teams to validate hypotheses by comparing two versions of a product or feature. But the power of A/B testing doesn’t just come from …

Multi-Touch Attribution Without the Nonsense

Marketing professionals have more data than ever before, yet many still struggle to answer a simple question: Which touchpoints actually drive conversions? Multi-touch attribution (MTA) has promised clarity through data-driven insights into the customer journey, but the reality is often …

“Launch Less, Learn More”: Monthly Learning Reviews

For decades, businesses—especially startups—have been told to “move fast and break things.” The unspoken belief behind this mantra is that the more you launch, the more you learn. But experience, metrics, and psychological insight increasingly reveal that constant output without …

Analyzing Brand SERP Volatility Post-SGE

The introduction of Google’s Search Generative Experience (SGE) has radically transformed how information is presented on search engine results pages (SERPs). For brands, this shift has brought forward dramatic changes in visibility, positioning, and customer engagement strategies. Understanding the volatility …

Human-in-the-Loop Moderation: Workflow and Appeals

In the ever-evolving landscape of online platforms, content moderation has become a critical function to ensure that user-generated content aligns with community standards, legal requirements, and safety protocols. While automation powered by artificial intelligence (AI) has taken great strides in …

Local-First Apps With CRDTs: Offline Sync That Works

In an era where digital collaboration tools, note-taking apps, and shared documents are expected to work seamlessly regardless of network reliability, the ability to function offline and synchronize data correctly becomes a crucial feature. This leads us to a revolutionary …

Webhooks vs. Event Buses: When Marketing Should Care

In today’s fast-evolving digital landscape, marketing teams are relying more than ever on data-driven decisions, automation, and real-time personalization. As businesses adopt increasingly complex ecosystems involving CRMs, analytics platforms, ad networks, and customer engagement tools, the underlying event-driven architecture becomes …

RevOps Architecture for PLG + Enterprise

For modern SaaS companies aiming to scale efficiently, the fusion of Product-Led Growth (PLG) and Enterprise sales models is no longer a choice—it’s a strategic imperative. But combining both go-to-market motions comes with inherent complexity, especially when it comes to …