Field notes

What we're learning, in the open.

Practical notes on AI agents, custom software, and rescuing the things you already built — written for the owners and operators actually doing the work. No thought-leadership fluff.

AgentOpsOct 1, 2026

In-House vs. Outsourced AI Development: Which Model Fits Your Business?

→
AgentOpsSep 29, 2026

When to Build Custom Software: A Decision Guide for Small Business Owners

→
AgentOpsSep 24, 2026

The Smart Way to Automate Repetitive Work in a Small Business

→
AgentOpsSep 22, 2026

How Much Should a Small Business Spend on Its First AI or Software Automation Project?

Learn realistic small business automation cost ranges, what drives pricing up, and how to budget for your first AI or software project.

6 min read→
AgentOpsSep 17, 2026

Custom Software vs. Off-the-Shelf Tools: What Small Businesses Should Build, Buy, or Automate

Learn when to buy tools like HubSpot or QuickBooks, automate with Zapier, or invest in custom software for small business operations.

7 min read→
AgentOpsSep 15, 2026

How Small Businesses Can Start Using AI Without a Huge Software Budget

Learn how small business AI implementation can start small, prove value fast, and avoid costly enterprise projects—without a huge software budget.

5 min read→
AgentOpsSep 10, 2026

How to Hire a Nearshore AI Development Team: A Step-by-Step Guide for US CTOs

A step-by-step guide for US CTOs to hire a nearshore AI development team, covering vetting, AgentOps, integrations, and contract essentials.

6 min read→
AgentOpsSep 8, 2026

How Much Does It Cost to Build a Custom AI Agent in 2025?

See what it really costs to build a custom AI agent in 2025, key price drivers, a cost breakdown table, and how to budget for CRM/ERP integrations.

6 min read→
AgentOpsSep 3, 2026

Integrating AI with Legacy Systems: A Practical Path to Workflow Efficiency

Learn how to integrate AI with legacy systems without disrupting operations. Practical framework, use cases, and how Kodia can help modernize your business.

6 min read→
AgentOpsSep 1, 2026

The ROI of Custom Software Development for Mid-Market US Firms

Discover how custom software development ROI compares to generic SaaS for mid-market US firms, with a clear framework for evaluating the investment.

6 min read→
AgentOpsAug 13, 2026

Top 5 Challenges in ERP Integration and How AI Solves Them

Discover the top 5 ERP integration challenges businesses face and how AI-driven solutions fix data silos, sync failures, and scaling issues.

5 min read→
AgentOpsAug 11, 2026

Nearshore Software Development vs. Offshore: Why US Companies Choose Latin America

Discover the nearshore software development benefits driving US companies to Latin America over offshore teams for speed and alignment.

5 min read→
AgentOpsAug 7, 2026

How to Build a Custom AI Agent for Your eCommerce Business

Learn how to build a custom AI agent for eCommerce with CRM/ERP integrations, AgentOps, and a step-by-step development process.

5 min read→
AgentOpsAug 5, 2026

Best AI Integration Strategies for Salesforce and HubSpot

Discover the best AI integration strategies for Salesforce and HubSpot to automate sales, improve data quality, and scale with confidence.

5 min read→
AgentOpsAug 3, 2026

What Is AgentOps? The Future of AI Operating Systems for Enterprise

What is AgentOps? Learn how this emerging discipline manages AI agents in enterprise CRM, ERP, and eCommerce systems safely and reliably.

5 min read→
AgentOpsJun 24, 2026

How Much Does Custom Software Development Cost?

It's a reasonable question with a genuinely variable answer — but "it depends" without actual numbers helps nobody. Here's the real breakdown, by project type, team model, and the factors that move the number in either direction.

7 min read→
BespokeJun 24, 2026

How to Build an MVP in 2026

Most startups and product teams don't fail because they built the wrong thing. They fail because they built too much of it before finding out it was wrong. The MVP model exists to prevent that — but in practice, most teams still overbuild, overspend, and over-schedule before they have a single real user.

6 min read→
OperatingJun 24, 2026

GEO vs SEO: What's the Difference and Why It Matters

Your potential customers are changing where they search. Some still type queries into Google. A growing number ask ChatGPT, Perplexity, or Gemini instead — and act on the answer without clicking a single link. If your company only shows up in Google, you're invisible to that second group.

5 min read→
RescueJun 24, 2026

Nearshore Software Development for US Companies: What to Look For

US companies need engineering capacity. Onshore teams are expensive and hard to staff. Pure offshore often means time zone gaps, communication overhead, and partners who treat your project as a resource allocation problem, not a business challenge.

8 min read→
AgentOpsJun 24, 2026

How to Design an AI Operating Model for Your Business

A practical guide to designing how humans, AI agents, and systems work together. Map workflows, catalog agents, and build an operating model that scales.

6 min read→