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— Writing

Notes on building.

Technical depth, consulting craft, and project teardowns.

5 min read aiengineering

The pre-flight check I run before shipping any AI feature

Seven questions that take 30 minutes and catch most of the reasons AI features fail in production. If you cannot answer all of them in plain language, you are not ready to ship.

4 min read aiagents

Everyone wants more autonomous agents. The teams shipping reliable ones are doing the opposite.

Agentic got conflated with autonomous, and the AI crowd has been chasing the wrong thing ever since. Here is what reliable agents actually look like in production.

6 min read magentoupgrade

Magento Open Source 2.4.9: what actually changed and whether to upgrade

A practical breakdown of the Magento 2.4.9 release — PHP 8.5 support, Symfony 7.4, Zend_Cache removal, infrastructure additions, and what to check before upgrading.

6 min read magentodiagnostics

Why Magento cron jobs pile up (and what to actually do about it)

A diagnostic walkthrough of the most common cause of stuck cron queues in Magento 2 systems, and how to fix it without restarting everything.

4 min read magentosecurity

Adobe Commerce security bulletin APSB26-49 — what it fixes and who needs to act

APSB26-49 was released May 12, 2026. It covers critical vulnerabilities including arbitrary code execution and denial of service. Affected version list and fixed versions inside.

5 min read consultingcorporate

What corporate vendor onboarding actually looks like (a consultant's field notes)

A behind-the-scenes look at what happens when a multi-billion rand enterprise onboards a small independent consultant, and how to be ready for it.

7 min read magentoerp

Integrating Magento with Microsoft Dynamics 365: architecture, data flows, and what actually goes wrong

A technical walkthrough of Magento–Dynamics 365 integration — sync patterns, middleware choices, B2B considerations, and the real failure modes I see in production systems.

6 min read magentoai

AI extensions for Magento in 2026: what is worth using and what to be cautious about

A practical look at the Magento AI extension landscape — content generation, semantic search, chatbots, and admin tools. What works, where to start, and what to watch for before deploying.

7 min read magentohyva

Migrating from Luma to Hyvä: what actually changes and how to approach it

A practical guide to Hyvä theme migration — what breaks, what stays the same, how to audit third-party extensions, and how to plan a phased rollout without disrupting production.