THE BOUNDEV JOURNAL
The engineering
archive.
Earlier writing on software, hiring, and building AI. Articles retain their original URLs and publication dates; some historical offers and references are outdated.
Browse the archive
How to Vet an AI Development Partner: A Trust Checklist
Most AI vendors sound great in the sales call. Use this 9-point trust checklist to vet any AI development partner before signing a contract.
7 GPT Integrations That Actually Automate SaaS Products in 2026
7 GPT integration patterns SaaS teams are shipping in 2026 — with real numbers, architecture patterns, and a solutioning framework to pick the right one.
Monthly AI Team vs In-House AI Hire: A Real Cost Comparison
Hiring an in-house AI engineer in 2026 costs $242K+ loaded and takes 6 months to ramp. Here's the real ROI comparison with a monthly AI engineering subscription.
How to Scope an AI Project Correctly (Before You Write a Line of Code)
A step-by-step scoping framework for SaaS founders, CTOs, and startup teams who want to ship AI features that actually work — not six-month rebuilds.
AI MVP Scoping Guide: What to Build First in 2026
Most founders waste 3–6 months building the wrong AI product. Here's the scoping framework that decides whether to ship an AI MVP or a full product — before you write a s
The AI Stack Every SaaS Startup Should Ship With in 2026
A layer-by-layer breakdown of the LLM, orchestration, memory, and deployment tools that actually work in production — with honest tradeoffs at every tier.
RAG vs Fine-Tuning: Which One Does Your AI Feature Actually Need?
A decision framework for founders and CTOs choosing between retrieval-augmented generation and fine-tuning — with real tradeoffs, cost numbers, and a 4-question test to e
Build vs Buy AI Product: The Full Decision Guide
Most founders regret this decision — not because they chose wrong, but because they chose fast. Here's the framework that maps your stage, constraints, and real cost to t
AI Freelancer vs Agency vs Subscription: Which One Actually Ships?
The honest cost breakdown for SaaS founders choosing how to get AI features built — with a decision framework, real numbers, and no vendor spin.
How Non-Tech Founders Build AI Products Without a Tech Team
You don't need to hire engineers first. Here's the 6-step process non-tech founders use to ship AI products — without a full-time team and without a CTO.
GO FROM THEORY TO PRACTICE
See an expert review, step by step.
Explore a sample report, a review rubric, and the evidence behind an evaluation.