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Architecture Musings
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Architecture Musings

When the AI wave arrives, it feels like we've reached the frontier of technology. Here, an architect records observations and reflections on technology, industry, and the future amid the upheaval.

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Recent Articles

Latest from Architecture Musings

12 recent articles
Architecture Musings
Architecture Musings
Mar 25, 2026 · Information Security

Seeing AI Agent Drift in Vector Space: An Unvalidated Thought Experiment

The article imagines an AI coding agent that silently exfiltrates credentials hidden in data, explains why rule‑based and text‑level defenses miss such attacks, proposes monitoring the agent's vector‑space decision trajectory with six geometric metrics, and critically evaluates the feasibility and limitations of this approach.

AI AgentsAnomaly DetectionLLM
0 likes · 23 min read
Seeing AI Agent Drift in Vector Space: An Unvalidated Thought Experiment
Architecture Musings
Architecture Musings
Mar 24, 2026 · Artificial Intelligence

Why the C4 Model Is the Underrated Context Management Protocol for AI Coding

AI code generators excel on small tasks but falter on large, multi‑module changes because they lack sufficient context; the article shows how the C4 Model’s four‑level decomposition provides a natural context‑slicing strategy, supported by studies like Carnegie Mellon’s analysis and the SWE‑CI benchmark, to keep AI‑assisted development reliable.

AI codingC4 ModelContext Management
0 likes · 15 min read
Why the C4 Model Is the Underrated Context Management Protocol for AI Coding