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Vilius

May 23

The Hype Correction

#ai #agents #llm #devtools

4 min read

Dhananjay Lakkawar

May 22

Zero-Idle Local LLMs: Running Llama 3 in AWS Lambda Containers

#ai #aws #llm #serverless

4 min read

Alan West

Apr 19

Qwen 3 vs Llama 3: Configuring Local LLMs for Actual Performance

#llm #qwen #localai #machinelearning

5 min read

May 23

Your P99 Latency Lies. Streaming Users Feel TTFT.

#llm #observability #performance #ai

8 min read

May 23

Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types

#llm #ai #python #benchmark

8 min read

May 23

PDF RAG Is Where Most Pipelines Die. Layout-Aware Chunking Is the Unlock.

#rag #ai #llm #python

10 min read

May 23

GenAI Semantic Conventions in 2026: The 11 Attributes That Survive Across SDKs

#opentelemetry #observability #llm #ai

8 min read

May 23

Eval-Driven Canary: Shipping Prompt Changes Behind a Quality Gate

#llm #devops #cicd #ai

9 min read

May 23

HyDE, Multi-Query, Decomposition: Which Query Rewrite Actually Moves Recall?

#rag #ai #llm #benchmark

10 min read

May 23

Sub-Agents vs One Big Agent: 4 Signals That Decide It

#ai #llm #agents #architecture

9 min read

May 23

Why 30+ Tools Per Agent Quietly Wrecks Accuracy

#ai #llm #agents #architecture

9 min read

May 23

Stop Keying Agent Replay on Tool Names. Use Fingerprints.

#ai #llm #agents #testing

8 min read

May 23

Stop Using JSON Mode for Structured Output. XML Tags Win 4 of 5 Cases.

#llm #prompt #ai #python

7 min read

May 23

Few-Shot Examples Are Eating Your Tokens. Here's the Cull Test.

#llm #ai #prompt #testing

8 min read

May 23

The 3 RAG Citation Patterns: One Regulators Accept, One Users Read, One Nobody Should Ship

#rag #ai #llm #architecture

10 min read

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