Engineering Insights for Web, Backend & Scalable Software Systems
Practical engineering insights from real production work. We write about building high-load backend systems, scalable web platforms, distributed architectures, and internal tooling — based on projects delivered for startups and product teams.
What We Write About
This library focuses on engineering decisions that affect real products in production — not tutorials for beginners or theoretical overviews. Every article is written by engineers working on live systems.
We cover topics such as:
- •High-load backend systems and performance bottlenecks
- •Distributed systems and event-driven architectures
- •Microservices, orchestration, and state management
- •Web platform scalability and frontend architecture
- •DevOps, CI/CD, observability, and infrastructure design
- •Engineering-led SEO, content strategy, and authority building
Engineering Articles & Case-Based Guides
Why Most Internal Tools Fail Adoption (And It's Not UX)
Internal tools fail less from interface quality and more from missing system design: weak workflows, permissions, observability, and change resilience.
Multi-Tenant Architecture in 2026: Schema-per-Tenant, Shared Schema + RLS, or Hybrid?
A practical framework for choosing shared schema, schema-per-tenant, dedicated databases, or hybrid isolation in B2B SaaS.
Modular Monolith vs Microservices in 2026: A Decision Framework for B2B SaaS
A practical framework for deciding when modular monolith is the right architecture and when selective microservices actually reduce risk in B2B SaaS.
The Real Cost of Rewrites: Why Most SaaS MVPs Collapse After First Traction
Most MVPs do not fail from lack of users. They fail because architecture was never designed to survive real traction, roles, tenancy, and operational complexity.
Marketing vs SEO: Why They Are Not the Same — and Why One Cannot Replace the Other
Many people treat SEO as marketing texts for Google and marketing as nice wording for people. Both interpretations are wrong. SEO and marketing solve different problems.
What Is Actually Worth Spending Money on in an MVP
How to separate what you need from what just feels important. Almost every MVP fails for the same reason: too much is built before anything is proven.
When Freelancers Abandon a Product: How to Protect Yourself from Unfinished and Unusable Code
One of the most common and costly situations for founders: unfinished systems that cannot be completed because the code is fundamentally broken. Learn how to protect yourself before it's too late.
The Common Mistake: Assuming Every Change Requires a Developer
Why modern systems allow users to control far more than most people realize. Understanding the gap between what a system can do and how it is actually used.
Authority-First Content Strategy for Engineering & Software Services
A practical framework for turning your blog into an authority hub that strengthens services, case studies, and sales.
Migrating a High-Load Comment System from Python to Go Microservices
Explore how a major social platform migrated its comment backend from a Python monolith to Go microservices, achieving significant performance improvements.
Comparing Inngest and Temporal for State Management in Distributed Systems
Explore the differences between Inngest and Temporal for managing state in complex distributed systems.
Related Engineering Services
These insights are directly connected to the systems we design and build for clients: