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When Architecture Decisions Actually Apply

In my previous Radar article, “Architectural Guardrails for AI-Generated Code,” I argued that AI coding agents need a layer that can hold architectu…

AI & MLSoftware ArchitectureCommentary
O'Reilly Radar Oct 13, 2026, 11:02 UTC
EN

The Agentic Data Science Playbook

The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…

AI & MLDataSoftware ArchitectureSoftware DevelopmentCommentary
O'Reilly Radar Sep 30, 2026, 19:32 UTC
EN

The Agentic Data Science Playbook

The following article originally appeared on Vanishing Gradients and is being republished here with the authors’ permission When an AI agent can exp…

AI & MLDataSoftware ArchitectureSoftware DevelopmentCommentary
O'Reilly Radar Sep 30, 2026, 16:06 UTC
EN

Human Judgment Doesn’t Leave the Software Factory, It Relocates

The following article originally appeared on Elevate and is being reposted here with the author’s permission. A software factory is a repeatable loo…

AI & MLSoftware ArchitectureSoftware DevelopmentCommentary
O'Reilly Radar Sep 25, 2026, 15:56 UTC
EN

Architecting for the Knowledge You Can’t Capture

Every knowledge program seems to begin with the same request. A senior engineer is leaving in six weeks, and someone asks her to document the proces…

AI & MLOperationsSoftware ArchitectureCommentary
O'Reilly Radar Sep 16, 2026, 16:00 UTC
EN

Why “It Depends” Is the Most Future-Proof Phrase in Software

Ask an architect almost any question and you’ll get the same answer: It depends. For years this answer has been the punchline of jokes about a…

AI & MLSoftware ArchitectureCommentary
O'Reilly Radar Aug 12, 2026, 15:54 UTC
EN

Principal Drift

Over the past year I’ve reviewed enterprise agent architectures at roughly two dozen organizations, including banks, retailers, healthcare systems,…

AI & MLSoftware ArchitectureCommentary
O'Reilly Radar Jun 23, 2026, 10:21 UTC
EN

AI Sovereignty and the Architecture of Participation

Adam Tooze recently shared a piece from The Economist about Brazil’s push for what it calls “medical sovereignty,” the determinati…

AI & MLCommentary
O'Reilly Radar Jun 1, 2026, 16:05 UTC

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