Blog Categories

Every topic we cover, organized into one place. Articles from senior engineers shipping production software for startups and enterprises.

Topic feeds

All AI-related articles — coding tools, AI in production, AI in regulated industries — in one feed.

Reviews, benchmarks, and workflows for Claude Code, Cursor, MCP, and AI-assisted engineering on production code.

Build vs buy, pricing models, freelance vs agency math, and the hidden long-tail cost of cheap-looking decisions.

MVP scoping, hiring engineers, vetting agencies, and the patterns behind early-stage product success and failure.

How businesses are putting AI to work — chatbots, retrieval pipelines, and integration patterns for non-technical teams.

Architecture deep-dives — React vs Next.js, mobile cross-platform vs native, modernizing legacy systems.

Business-side decisions for founders evaluating software builds.

Real client builds with timelines, costs, and what we'd do differently.

Stack choices, infrastructure, and tactical patterns from senior developers shipping client work.

Updates from Sophylabs and how we work with clients.

Weekly demos, scoping, fixed-price pricing, and the rituals that keep delivery on track.

AI automation for property managers and PropTech operators — tenant communications, maintenance, lease processing.

Diagnosing and rescuing failing software projects.

How to hire engineers, agencies, and freelancers without getting burned.

Software development insights from production work.

Angular for enterprise web applications.