Architectural
Insights.
Technical deep-dives, infrastructure strategies, and research from the AQXON engineering team.
[SYS_DOC_REF_142X]
Architecture•Oct 12, 2026
Microservices vs. Moduliths in the LLM Era
Re-evaluating service boundaries when incorporating massive language models into request lifecycles.
M
Marcus Thorne[SYS_DOC_REF_242X]
Security•Sep 28, 2026
Zero-Trust Data Pipelines for Healthcare
A comprehensive teardown of building HIPAA-compliant multi-tenant vector databases.
E
Elena Rostova[SYS_DOC_REF_342X]
Machine Learning•Sep 15, 2026
Optimizing Vector Embeddings at Scale
Techniques for reducing compute overhead by 40% during continuous embedding batch generation.
D
Dr. Sarah Chen[SYS_DOC_REF_442X]
Infrastructure•Aug 22, 2026
The Fallacy of 'Serverless' AI
Why dedicated GPU provisioning often outperforms serverless inference endpoints in production environments.
M
Marcus Thorne[SYS_DOC_REF_542X]
Engineering•Aug 05, 2026
Stateful Applications on Edge Kubernetes
Strategies for maintaining persistent data stores across highly distributed edge deployments.
D
Dev Team[SYS_DOC_REF_642X]
Architecture•Jul 18, 2026
Building Resilient GraphQL Federations
How we structure subgraphs to prevent cascading failures in massive enterprise APIs.
E
Elena Rostova