Design Tokens + Figma Variables: Multi-Brand at Scale

In today’s fast-paced digital product landscape, companies are expected to deliver consistent, high-quality experiences across multiple platforms and brands—often simultaneously. With ever-increasing complexity in design systems, managing brand identity at scale without sacrificing flexibility or coherence has become a daunting …

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 …

LLM Evals Beyond Accuracy: Harms, Bias, and Cost

Language models, like ChatGPT, are getting smarter every day. But when people talk about them, they often focus on just one thing—accuracy. Does the model give the right answer? Sure, that’s important. But it’s far from the whole story. There’s …

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 …

Accessibility First: WCAG 2.2/3.0 for Marketers

In the rapidly evolving digital landscape, marketing has become more than just a strategy—it’s a dynamic interface between businesses and their audiences. As such, accessibility is no longer an optional feature; it’s a fundamental requirement. Ensuring your content is accessible …