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Notes from a developer adapting to AI

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This is being written by Mark, an engineer trying to adapt to the AI ​​era.

Programming

[Bastion-RAG 3 – Navigator] Logical Partitioning

Jun 5, 2026

The architectural modules spanning from logical partitioning to embedding model bias validation are highly theoretical....

Programming

[Bastion-RAG 3 – Navigator] Hybrid Reranking

Jun 5, 2026

Technically speaking, “hybrid reranking” is not an inherently complex concept, and to be honest, it...

Programming

[Bastion-RAG 2 – Vault] – Deterministic De-identification

Jun 4, 2026

Looking at recent security incidents, I find myself questioning whether this type of de-identification is...

Programming

[Bastion-RAG 2 – Vault] Multi-Tenancy

Jun 4, 2026

As software engineers, confronting new architectural paradigms and implementing them into live production code invariably...

Programming

[Bastion-RAG 1 – Sentinel] – Metadata Filtering

May 31, 2026

When designing “Metadata Filtering,” defining its conceptual boundaries was initially challenging. Unlike “Prompt Injection,” which...

Programming

[Bastion-RAG 1 – Sentinel] Prompt Injection Defense

May 31, 2026

This section marks the beginning of the implementation phase. While the complete architecture design ([Bastion-RAG...

Programming

[Bastion-RAG 0] Get help from AI (Architecture Design)

May 30, 2026

This section marks the beginning of the implementation phase. For this reason, the comprehensive architecture...

Deep-dive

10 Technical Reports for Token Consumption and Cost Optimization in Claude Code and Gemini CLI Environments

May 29, 2026

Terminal-based AI agents like Claude Code and Gemini Cli drastically boost our productivity by analyzing...

Deep-dive

The Evolution of Vulnerabilities from DevOps to MLOps and LLMOps

May 29, 2026

The transition from DevOps to MLOps, and subsequently to LLMOps, introduces evolving infrastructure complexities and...

Builder-log

[Bastion-RAG] Project Security RAG

May 29, 2026

As a Proof of Concept (PoC) project, this initiative aims to actualize my previous theoretical...

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Latest Articles

  • [Bastion-RAG 3 – Navigator] Logical Partitioning
  • [Bastion-RAG 3 – Navigator] Hybrid Reranking
  • [Bastion-RAG 2 – Vault] – Deterministic De-identification
  • [Bastion-RAG 2 – Vault] Multi-Tenancy
  • [Bastion-RAG 1 – Sentinel] – Metadata Filtering

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Programming

[Bastion-RAG 3 – Navigator] Logical Partitioning

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[Bastion-RAG 3 – Navigator] Hybrid Reranking

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[Bastion-RAG 2 – Vault] – Deterministic De-identification

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[Bastion-RAG 2 – Vault] Multi-Tenancy

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Code for life

Notes from a developer adapting to AI

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