Insights

Build, Buy, Or Borrow: AI Feature Decisions

A practical framework for deciding whether to build, buy, or borrow AI capabilities based on differentiation, risk, cost, speed, and control.

5 min read

How To Run AI Evals Without A Research Team

A practical guide to LLM evals for small teams, including example sets, rubrics, manual review, automated checks, regressions, and launch readiness.

5 min read

Why Reviewable AI Workflows Beat Magic

A practical guide to human-in-the-loop AI patterns, including review points, approvals, audit trails, risk tradeoffs, and user trust.

5 min read

AI Chatbots That Do Not Embarrass The Brand

A practical guide to brand-safe AI chatbot design, including scope, source control, tone, escalation, failure states, and launch review.

5 min read

Claude Versus OpenAI: How To Pick Without Religion

A vendor-neutral framework for choosing between Claude and OpenAI for product features, based on workflow fit, quality, cost, latency, risk, and operations.

5 min read

Internal Copilots: The Quiet AI Wins

A practical look at internal AI copilots, where they create business value, and how to start with workflows that reduce friction without adding risk.

5 min read

Vector Search For Marketing Sites: Is It Worth It

A practical guide to deciding whether vector search belongs on a marketing website, where it helps, and when simpler search is the better choice.

5 min read

Web Development

What Changes When Your CMS Is Built For Your Business

A custom CMS can publish content and grow into the marketing system your team actually runs. Here is what changes when the backend is built around the business.

9 min read

RAG In Production: Where It Wins And Where It Breaks

A practical production guide to retrieval augmented generation, including where RAG is useful, where it fails, and how to design for trust.

5 min read

How To Cost A Claude Or GPT Integration Before Building It

A practical guide to estimating LLM API cost before build, including token usage, model tiers, retries, retrieval, evals, logging, and operating assumptions.

5 min read

Designing Guardrails For LLM Features In Production

A practical guide to LLM guardrails for production products, including data boundaries, tool permissions, review paths, testing, and ownership.

5 min read

Sanity, Payload, Or Headless WordPress: A Practical Comparison

A practical headless CMS comparison of Sanity, Payload, and headless WordPress for premium marketing sites, modernization projects, and editorial teams.

5 min read

Migrating Off Webflow Without Losing What Worked

A practical Webflow migration guide for preserving design quality, editorial strengths, SEO value, forms, tracking, and campaign workflow while moving platforms.

5 min read

Is Vercel Expensive, Or Just Easy To Misunderstand?

The value of Vercel comes from workflow, not just hosting. Learn when the platform earns its cost and when simpler hosting is enough.

6 min read

Choosing A Headless CMS For A Premium Marketing Site

A decision guide for choosing the best headless CMS for a premium marketing site, including editorial workflow, content modeling, previews, hosting, and governance.

5 min read

The First 30 Days After A Site Migration

A practical guide to post launch website monitoring after a migration, including redirects, indexing, analytics, lead flow, performance, and first-month fixes.

6 min read

What To Audit Before A Site Redesign

A practical website redesign audit guide for protecting search value, conversion paths, editorial workflows, technical quality, and modernization priorities.

6 min read

Pre-Launch SEO Checklist For A Website Rebuild

A practical website launch SEO checklist for rebuilds, covering crawlability, redirects, metadata, content, performance, tracking, and launch monitoring.

6 min read

Mapping Redirects For A Migration Without Breaking SEO

A practical redirect mapping strategy for site migrations, with guidance on URL inventory, intent matching, testing, and post-launch SEO monitoring.

6 min read

Why Plugin-Heavy Sites Stop Performing

A practical guide to WordPress plugin performance, including how plugin bloat affects speed, stability, SEO, editorial work, and modernization decisions.

6 min read