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Aug 7

I Kept Retrying a Local Model Into the Right Shape. Turns Out I Didn't Have To Retry At All.

#llm #node #typescript #gbnf

4 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

Multi-Agent — Implementing the Orchestrator Worker Pattern

#ai #mlops #llm #python

9 min read

Hiroki Kameyama

Jul 4

Security — Guardrails and Prompt Injection Defense for Production RAG

#ai #mlops #llm #python

7 min read

Lorena Dávila Ermus

Aug 8

2.Self-Hosted AI: n8n + Ollama, local AI workflows on your Mac

#ai #automation #docker #llm

4 min read

Jul 4

What Building Anamnesis Taught Me About Giving AI a Memory

#ai #architecture #llm #rag

5 min read

Jul 4

Scaling LLMs: Why Deterministic Hashing Isn't Enough

#ai #architecture #llm #systemdesign

4 min read

Aug 7

Every dashboard was green while my agent made things up. Here is how I debugged it.

#ai #agents #debugging #llm

4 min read

VisibilityAtlas

Aug 6

I rewrote the same detector three times in one day. Each fix introduced a new way of being wrong.

#llm #testing #debugging #ai

5 min read

Aug 7

Your reasoning model isn't dumb. Your parser is throwing away its best answers.

#machinelearning #llm #evaluation #ai

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

Yogi

Aug 7

What 3 Days at Stanford's AI Security Conference Taught Me About Building Agents Safely

#agents #mlsecurity #aisecurity #llm

9 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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