Articles on building
software better.

Honest takes on development, hiring, and building products that last.

hiringMar 20, 20269 min read

7 Mistakes Founders Make When Hiring a Freelance Developer

Founders often hire freelancers based on hourly rates instead of outcomes, leading to delayed projects and technical debt. Focus on ownership, communication, and track record instead.

ai-saasMar 19, 20266 min read

How Much Does it Actually Cost to Build an AI SaaS MVP?

The true cost of building an AI MVP goes beyond developer hours. Discover the hidden costs of LLM tokens, vector database hosting, and creating robust data pipelines for your startup.

ui-uxMar 19, 20266 min read

Stop Chatting: Why the Best AI Products Don't Look Like ChatGPT

The chat interface is lazy UX. Learn how to use Structured Outputs, tool calling, and background agents to build Invisible AI that solves user problems without forcing them to type prompts.

tech-stackMar 19, 20267 min read

From Prompt to Product: The Tech Stack for AI Startups in 2026

A practical guide to the architecture of a modern AI SaaS. Learn why Next.js, Vercel AI SDK, Postgres, and Vector databases are the optimal stack for building scalable AI products.

ai-saasMar 19, 20266 min read

Why 90% of AI Wrappers Fail (And How to Build a Defensible AI SaaS)

Most AI wrappers fail because they are just thin interfaces over the OpenAI API. Learn how to build a defensible AI SaaS by integrating complex workflows, proprietary data (RAG), and custom agents.

startupMar 18, 20268 min read

Why a Poorly Architected MVP Costs $100k to Scale

Founders often choose bottom-dollar developers for an MVP, resulting in technical debt that requires a complete rewrite. Investing in a senior AI-augmented developer ($1k-$8k) upfront saves tens of thousands in future rebuilding costs.

tech-stackMar 17, 20268 min read

The Only Tech Stack Startups Need in 2026

The ideal tech stack for startups in 2026 uses Next.js, TypeScript, and Tailwind CSS to maximize iteration speed and developer availability. Avoid niche languages and complex microservices until you have achieved absolute product-market fit.

freelanceMar 16, 20267 min read

Why Hourly Billing is a Trap for Software Projects

Hourly billing misaligns incentives between founders and developers by rewarding slow, inefficient work rather than business outcomes. Transitioning to project-based or value-based pricing ensures both parties are focused on delivering a successful product.

communicationMar 15, 20267 min read

The Silent Developer: Why Lack of Communication Kills Startups

The number one reason freelance software projects fail is not technical incompetence, but a lack of proactive communication. Founders must prioritize hiring developers who act as strategic partners rather than silent order-takers.

hiringMar 14, 20268 min read

Agency vs. Freelancer vs. Full-Time: Who Should Build Your MVP?

Choosing between an agency, a freelancer, or a full-time hire depends entirely on your startup's budget, timeline, and technical expertise. A senior freelance developer is typically the most capital-efficient choice for an early-stage MVP seeking product-market fit.