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Hiroki Kameyama

Jul 4

Security — Guardrails and Prompt Injection Defense for Production RAG

#ai #mlops #llm #python

7 min read

Hiroki Kameyama

Jul 4

Multi-Agent — Implementing the Orchestrator Worker Pattern

#ai #mlops #llm #python

9 min read

Hiroki Kameyama

Jul 4

MLOps / LLMOps — CI/CD Pipelines for Continuous Quality Assurance

#ai #mlops #llm #python

7 min read

Hiroki Kameyama

Jul 4

Fine-tuning — Domain-Specializing Models with LoRA

#ai #mlops #llm #python

7 min read

Xin & EQ

Jul 8

I Built an Error Notebook for My AI Agent - 266 Rules, 66 Interceptions, and a Demo You Can Run

#ai #llm #agents #devtools

10 min read

Jul 4

What Building Anamnesis Taught Me About Giving AI a Memory

#ai #architecture #llm #rag

5 min read

Jul 4

Decoding AI #1: Breaking LLMs with Obfuscated Log Malice (DeepSeek vs. Qwen)

#ai #llm #cybersecurity

4 min read

Jul 4

Scaling LLMs: Why Deterministic Hashing Isn't Enough

#ai #architecture #llm #systemdesign

4 min read

Jul 18

One compaction, four actions, one block: compaction safety is a property of the pair

#ai #agents #python #llm

14 min read

Jul 4

Multi-Agent Coordination: Message-Bus Patterns That Keep Agents Sane

#ai #agents #llm #python

6 min read

Jul 4

Silent Drift in Agent Decision Quality: Catching It Before Your Users Do

#ai #agents #llm #observability

7 min read

Jul 4

Pydantic AI: Typed, Testable Agents for Engineers Who Like Guarantees

#ai #agents #python #llm

6 min read

Hiroki Kameyama

Jul 4

Observability — Tracing RAG and Agents with Langfuse v4

#ai #mlops #llm #python

6 min read

Hiroki Kameyama

Jul 4

Evals — Automatically Measuring RAG Answer Quality

#ai #mlops #llm #python

5 min read

Hiroki Kameyama

Jul 4

Taking RAG to Production — Evals, Observability, Security, and Beyond (Introduction)

#ai #mlops #llm #python

2 min read

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