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BN

May 10

Most RAG failures don’t crash. They silently return bad answers. I built a repair layer for that.

#rag #llm #ai #deterministic

1 min read

Jun 13

我花了一下午测试了 NeuralBridge SDK：762KB 的 LLM 自愈方案，能用吗？

#ai #python #opensource #llm

1 min read

Sam Keb

May 11

Gemma 4: Frontier AI in Your Hands”

#ai #devchallenge #google #llm

2 min read

Jun 13

The Cost-Quality-Latency Triangle: Instrumenting the LLM Trade-Off

#ai #observability #llm #devops

6 min read

Jun 13

Picking LLM Eval Tooling in 2026: 4 Questions Before You Commit

#llm #observability #ai #devops

6 min read

Jun 13

Multi-Agent Handoffs: The Protocol That Stops Context Loss

#ai #agents #architecture #llm

6 min read

Jun 13

Evaluating RAG: Separate Your Retrieval Metrics From Your Generation Metrics

#rag #ai #llm #howto

7 min read

Jun 13

Tracking Prompt Versions in Your Traces: The Field Everyone Forgets

#llm #observability #devops #tutorial

6 min read

Jun 13

Rerankers and the Latency Budget: When Cross-Encoders Are Worth It

#rag #ai #llm #comparison

7 min read

Jun 13

Prompt Context Ordering: Why Recency Beats Relevance More Often Than You Think

#llm #ai #promptengineering #rag

7 min read

Jun 13

Token-Cost Attribution From Traces: Per-Feature LLM Spend Without a Rewrite

#llm #observability #costs #tutorial

6 min read

Jun 13

Chain-of-Thought When It Hurts: 3 Tasks Where Reasoning Backfires

#llm #ai #prompt #performance

6 min read

Jun 13

Designing LLM Trace Spans: What to Capture, What to Drop

#llm #observability #devops #tutorial

6 min read

Jun 13

System vs User Prompt in 2026: What Actually Belongs Where

#ai #llm #prompt #tutorial

7 min read

Jun 13

RAG Chunk Size in 2026 The Decision Table Most Teams Skip

#rag #ai #llm #howto

6 min read

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