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Evaluating RAG: Separate Your Retrieval Metrics From Your Generation Metrics
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Evaluating RAG: Separate Your Retrieval Metrics From Your Generation Metrics
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rag
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ai
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llm
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howto
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7 min read
Designing LLM Trace Spans: What to Capture, What to Drop
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Designing LLM Trace Spans: What to Capture, What to Drop
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llm
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observability
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devops
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tutorial
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6 min read
Prompt Context Ordering: Why Recency Beats Relevance More Often Than You Think
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Prompt Context Ordering: Why Recency Beats Relevance More Often Than You Think
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llm
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ai
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promptengineering
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rag
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7 min read
Multi-Agent Handoffs: The Protocol That Stops Context Loss
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Multi-Agent Handoffs: The Protocol That Stops Context Loss
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ai
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agents
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architecture
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llm
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6 min read
Rerankers and the Latency Budget: When Cross-Encoders Are Worth It
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Rerankers and the Latency Budget: When Cross-Encoders Are Worth It
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rag
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ai
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llm
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comparison
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7 min read
Token-Cost Attribution From Traces: Per-Feature LLM Spend Without a Rewrite
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Token-Cost Attribution From Traces: Per-Feature LLM Spend Without a Rewrite
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llm
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observability
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costs
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tutorial
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6 min read
Chain-of-Thought When It Hurts: 3 Tasks Where Reasoning Backfires
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Chain-of-Thought When It Hurts: 3 Tasks Where Reasoning Backfires
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llm
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ai
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prompt
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performance
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6 min read
RAG Chunk Size in 2026 The Decision Table Most Teams Skip
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
RAG Chunk Size in 2026 The Decision Table Most Teams Skip
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rag
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ai
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llm
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6 min read
Agent Memory in 2026: Summarization, Vector Recall, or Both
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
Agent Memory in 2026: Summarization, Vector Recall, or Both
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ai
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agents
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llm
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python
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7 min read
The Planner-Executor Split: Why One Agent Loop Is Not Enough
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Jun 13
The Planner-Executor Split: Why One Agent Loop Is Not Enough
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ai
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agents
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architecture
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7 min read
I Built a Local LLM Rig to Escape API Bills. Then I Paid OpenAI Again.
Tae Kim
Tae Kim
Tae Kim
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Jun 13
I Built a Local LLM Rig to Escape API Bills. Then I Paid OpenAI Again.
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ai
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llm
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openai
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infrastructure
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1 min read
The expensive part of an AI agent failure is usually the retry loop
Keesan
Keesan
Keesan
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Jun 13
The expensive part of an AI agent failure is usually the retry loop
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ai
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automation
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llm
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productivity
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3 min read
AI Evals, Part 2: Error Analysis The Unglamorous Superpower Behind Good Evals
Vasyl
Vasyl
Vasyl
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Jun 12
AI Evals, Part 2: Error Analysis The Unglamorous Superpower Behind Good Evals
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evals
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dotnet
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5 min read
Deterministic reliability stack for LLM pipelines
BN
BN
BN
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May 9
Deterministic reliability stack for LLM pipelines
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ai
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mlops
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1 min read
LLM Token Counting and Cost Optimization: A Practical Guide
Ayi NEDJIMI
Ayi NEDJIMI
Ayi NEDJIMI
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May 23
LLM Token Counting and Cost Optimization: A Practical Guide
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python
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ai
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5 min read
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