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Home / Blog

Software Development Blog

Know Before You Build

Plain-English guides to software and AI for business leaders, with the technical depth your team expects.

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What Is an Agent Harness

What Is an Agent Harness? Building Reliable Long-Running Agents

A more capable model doesn’t automatically make a more reliable agent. Most of what determines whether an autonomous system finishes a multi-hour task successfully lives outside the model entirely – in the harness. This guide explains what that layer is, what it actually has to manage.
Picture of Vlad Mart
Vlad Mart
  • August 11, 2026

All Articles

Multimodal AI

Multimodality in AI: What It Means and Why It Matters

  • Early AI systems each understood exactly one kind of input - a language model read text, a vision model read images, and neither could reason about the other. Multimodality is what closes that gap. This guide explains what the term actually means.
Picture of Jevgenijs Lemasovs
Jevgenijs Lemasovs
  • August 7, 2026
What Is Database Management Software?

What Is Database Management Software? Types & Leading Options

  • Every application, no matter how simple, sits on top of a decision about where and how its data lives. This piece explains what database management software actually is, the categories it splits into, and which cloud platforms are currently carrying the most production workloads.
Picture of Gerbert Balcevich
Gerbert Balcevich
  • August 4, 2026
How Do I Get an App for My Business?

How Do I Get an App for My Business? A Step-by-Step Path

  • Plenty of businesses build an app because a competitor has one, not because the underlying case actually holds up. This guide starts with the question most teams skip - whether an app is the right move at all - then lays out the real path from idea to launch for the ones where it is.
Picture of Vlad Mart
Vlad Mart
  • July 31, 2026
What is Agentic AI

What Is Agentic AI? A Clear Definition and Practical Breakdown

  • "Agentic AI" has become one of the most overused phrases in software marketing, applied to everything from a scripted chatbot to a genuine autonomous system. This guide cuts through the noise with a precise definition of what actually makes an AI agent "agentic".
Picture of Nazar Perepichka
Nazar Perepichka
  • July 28, 2026
AI chatbots vs assistants

Conversational AI Chatbot vs Assistants: What’s the Real Difference?

  • "Chatbot" and "assistant" get used interchangeably in vendor pitches, but they describe two fundamentally different pieces of software. This guide breaks down where conversational AI chatbots stop and true AI virtual assistants begin - and which one your product actually needs.
Picture of Jevgenijs Lemasovs
Jevgenijs Lemasovs
  • July 24, 2026
how to choose a software development company

How to Choose a Software Development Company: A Practical Guide

  • Most vendor shortlists get built around price and portfolio screenshots - and most bad hires come from exactly that shortcut. This guide walks through what to actually check before you sign, so the company you pick can survive contact with your real project.
Picture of Gleb Barkov
Gleb Barkov
  • July 21, 2026
AI in ERP

AI in ERP: How Decision Support Improves Operational Efficiency

  • ERP has always been the system of record. AI is turning it into a system of judgment. This briefing looks at what changes operationally when an ERP stops just storing data and starts recommending, predicting, and - within defined limits - deciding.
Picture of Gerbert Balcevich
Gerbert Balcevich
  • July 17, 2026
Website Speed Why is this so important? Impact, Testi, Fixes

Why Is Site Speed Important? Impact, Testing, and Fixes

  • A slow page doesn't just annoy visitors - it costs revenue, rankings, and ad spend efficiency in ways most teams never trace back to their real cause. This guide covers what site speed actually affects, how to measure it correctly, and the fixes that move the needle.
Picture of Ivan Zavalinich
Ivan Zavalinich
  • July 14, 2026
MCP vs API

MCP vs API: Designing Scalable Integration Architectures for AI Agents

  • As businesses shift to autonomous agentic systems, standard integrations break under LLM orchestration. This guide examines the shift from APIs to MCP, how it differs from tool calling, and how to structure a model-agnostic stack.
Picture of Vlad Mart
Vlad Mart
  • July 10, 2026
How to Hire Offshore Software Developers

How to Hire Offshore Software Developers (Without Regretting It)

  • Hiring offshore developers is a sequence of decisions, and most horror stories trace back to one being skipped. Here's where to look, how to test for real skill, and how to structure the deal.
Picture of Gleb Barkov
Gleb Barkov
  • July 7, 2026
How to Choose an ERP System

How to Choose an ERP System: A Strategic Framework for Enterprise Architecture and Cost Valuation

  • Selecting an ERP platform is one of the most capital-intensive, disruptive decisions an organization makes. This guide breaks down how to navigate the ERP landscape, licensing realities, and true lifetime deployment costs.
Picture of Jevgenijs Lemasovs
Jevgenijs Lemasovs
  • July 3, 2026
How to Reduce Development Time for Software Integrations

How to Reduce Development Time for Software Integrations: A High-Velocity Engineering Strategy

  • Enterprise projects are often derailed not by core logic, but by integration friction. This guide explores how engineering teams can accelerate connection pipelines, cut technical debt, and build robust QA to ship faster.
Picture of Gerbert Balcevich
Gerbert Balcevich
  • June 30, 2026
Staff Augmentation vs Managed Services Selection Guide

Staff Augmentation vs Managed Services: Aligning Your Tech Strategy with Your Execution Model

  • Scaling technical execution isn't just about hiring more hands, it's a foundational decision about how operations are managed. This guide breaks down staff augmentation vs. managed services and helps you pick the right fit.
Picture of Vlad Mart
Vlad Mart
  • June 23, 2026
saas development cost 2026

SaaS Development Cost: A Strategic Guide to Capital Allocation and Product Architecture

  • Launching a SaaS product takes sophisticated financial and engineering planning. This guide demystifies the real cost drivers, breaks down budget allocations, and shows how to optimize spend from prototype to enterprise scale.
Picture of Gleb Barkov
Gleb Barkov
  • June 16, 2026
AI vs Automation: Deterministic and Non-Deterministic Systems Explained

AI vs Automation: Deterministic and Non-Deterministic Systems Explained

  • "AI" and "automation" get used interchangeably, but they solve different problems with different economics. This guide breaks down deterministic vs. non-deterministic systems and shows how to deploy each for maximum return.
Picture of Gerbert Balcevich
Gerbert Balcevich
  • June 9, 2026
What Is an ERP System?

What Is an ERP System? A Comprehensive Guide to Enterprise Resource Planning

  • Enterprise Resource Planning (ERP) software is the operational core of the modern enterprise-and one of the most complex systems an organization will ever deploy. Here is a definitive, technical guide to understanding how ERPs function and how to engineer a custom solution tailored to your proprietary processes.
Picture of Vlad Mart
Vlad Mart
  • June 5, 2026
How to Develop a SaaS Application: A Guide for Product Leaders and Founders

How to Develop a SaaS Application: A Guide for Product Leaders and Founders

  • Building a SaaS application is one of the most commercially rewarding - and technically demanding - undertakings in modern software. Here is a comprehensive, honest guide to doing it right.
Picture of Jevgenijs Lemasovs
Jevgenijs Lemasovs
  • June 2, 2026
What Is Software as a Service?

What Is Software as a Service? A Plain-English Guide for Business Leaders

  • Software as a service has reshaped how businesses buy and use technology - and how software companies build and grow. Here is a clear, jargon-free guide to what SaaS actually is, how SaaS companies operate, and what it means for anyone buying, building, or investing in software today.
Picture of Vlad Mart
Vlad Mart
  • May 26, 2026
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