Insights
Notes from production engineering
Longer reads on performance decisions, storefront takeovers, AI ops go/no-go calls, and SME systems. Each piece links back to a guide, a service page, and Contact.
Published
Engineering for SMEs: health-check before you rewrite
Shops and growing teams often feel stuck between a fragile live system and a scary rebuild quote. A bounded health-check is usually the clearer first step than a full rewrite.
Taking over a live Haravan storefront without a big-bang redesign
A store already selling does not need a theatrical relaunch to get better. Accountable delivery starts by making production predictable, then shipping the next outcomes on a written calendar.
What a seven-day health-check will not tell you
A bounded health-check is a decision tool. It is not a full performance program, not a rewrite plan, and not a promise of fixed percentage gains. Knowing the limits keeps the engagement honest.
OCR and document intake: go/no-go before you buy model spend
Document automation looks cheap in a demo and expensive in production. A go/no-go call needs workflow, data, quality bar, and monitoring ownership before you scale model spend.
Prefer a checklist first? See the guides.