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5 articles on this site are filed under Software Architecture. The earliest was published in September 2019 and the most recent in March 2026. The most recent is Forward Deployment Engineering: Building AI Systems That Survive Production.
The same articles also carry the tags AI Engineering , Engineering Practices , API Design , Engineering Leadership , Forward Deployment and Production Systems .
Forward deployment engineering is the discipline of building AI-assisted systems that work reliably in production — not just in demos. This article covers the patterns, guardrails, and organizational practices that separate prototype AI from production AI.
AI won't take your job. But it will fundamentally change what makes you valuable. This article maps the skills increasing and decreasing in value, how every level of engineer is affected, and what to invest in now.
The vibes-inside-guardrails model lets AI explore freely within mechanically enforced constraints. This is the missing layer between 'vibe coding' speed and production reliability — freedom plus safety, not one or the other.
Explore the intricate technical details of a proposed cutting-edge Mutual Fund Technology Platform, from cloud architecture to AI-driven features.
Explore how I led the redesign of a marketing automation platform's API, improving scalability and developer experience while implementing multi-language support.