Blog

Research, analysis, and guides for system integrators and AI-powered teams.

Analysis

The $4.7M Handoff Problem: Why System Integrators Bleed Margin Between Sales and Delivery

System integrators lose an estimated $4.7M annually to poor sales-to-delivery handoffs — and the biggest cost isn't re-work, it's the solution architect bottleneck eating your margins.

Ivan Chebykin/March 16, 2026
Research

Salesforce vs. HubSpot vs. Dynamics: The Real SI Tech Stack, Exposed

We mapped the actual technology stacks of 200+ system integrators. The results challenge every assumption about how SIs really operate.

Ivan Chebykin/March 13, 2026
How-To

5 Signs Your SI Practice Is Ready for AI Agents (And 3 Signs It's Not)

Not every system integrator is ready for AI agents. After 200+ conversations, we can tell you exactly which firms will succeed and which will waste their money.

Ivan Chebykin/March 12, 2026
Analysis

The Diagram Bottleneck Nobody Talks About

Architecture diagrams are the silent productivity killer in system integration. Here's why SIs spend 12+ hours per project on diagrams, and why that number is about to drop to zero.

Ivan Chebykin/March 10, 2026
Engineering

Planning for Coding Agents

Most discussions about coding agents focus on code quality. They miss a bigger point: writing code was never the main bottleneck.

Ivan Chebykin/November 30, 2025
Engineering

Why your SDK Breaks in Cursor

Your users are complaining about cryptic errors from Cursor-generated code. Here's how to make your SDK work with coding agents.

Ivan Chebykin/November 10, 2025
How-To

How to Add Auth With a Single Prompt

A step-by-step guide to adding authentication to your app using a single AI prompt.

Ivan Chebykin/August 27, 2025