Skip links
Ship Production AI in 3-7 Weeks | Harbor Software

Product & Strategy

The Future of Software Development: Humans and AI as Collaborators

Fourteen months ago, Harbor Software started using AI coding agents as a core part of our development workflow. In that time, we have shipped 23 client projects with AI assistance, tracked over 4,000 hours of AI-augmented development time, and collected enough data to have informed
Architectural blueprint on drafting table with system diagrams and red pencil

How We Built harborsoftware.com: WordPress Automation at Scale

When we decided to rebuild harborsoftware.com in late 2025, we faced an interesting meta-challenge: we are a software company that builds automation systems for clients, and our own website was a manually maintained WordPress site with inconsistent styling, outdated content, and a deployment process that
Strategy planning session from above with roadmap charts and priority cards

Planning Your AI Strategy for 2026: A Practical Framework

Every January, executives ask their technology teams: “What is our AI strategy?” The typical response is a 40-slide deck filled with buzzwords, vendor logos, and vague promises about “leveraging AI to drive innovation.” This is useless. An AI strategy that cannot be translated into specific

The Year in AI: What Actually Shipped in 2025

Every December, the AI industry publishes retrospectives about breakthroughs, benchmarks, and billion-dollar funding rounds. This is not that. This is a practitioner’s accounting of what actually shipped in 2025—the tools, models, and patterns that moved from research papers and demo videos into production systems that
Physical Kanban board with colorful cards and arm moving card to Done column

The Architecture of FlowBoard: Building an Agency OS

FlowBoard is the internal operating system we built to run Harbor Software’s agency operations. It manages client projects, team capacity, time tracking, invoicing, resource allocation, and reporting across 15-20 concurrent client engagements. This post is a technical deep dive into how we designed and built

What Five Years of Building AI Products Taught Us

Harbor Software shipped its first AI-powered product in mid-2020. Five years later, we have built and maintained inference pipelines, recommendation engines, document processing systems, procurement intelligence platforms, and autonomous agent workflows for clients ranging from Series A startups to Fortune 500 enterprises. Along the way,

Why We Open Source Our Internal Tools

In the past 18 months, Harbor Software has open-sourced seven internal tools. Not as a marketing exercise or a developer relations strategy, but because open-sourcing them made the tools better, made our engineering team more effective, and — counterintuitively — gave us a competitive advantage.

Pricing Software Development Services: Lessons from Five Years

Pricing is the hardest problem in running a software development agency. Get it wrong in one direction and you leave money on the table that funds your competitors’ growth while you struggle to hire and invest. Get it wrong in the other direction and you
Explore
Drag