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May 23

Prompt Caching: What Belongs in the Cacheable Prefix, What Kills Hit Rate

#llm #prompt #ai #performance

8 min read

May 23

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

#rag #ai #llm #benchmark

10 min read

May 23

Your P99 Latency Lies. Streaming Users Feel TTFT.

#llm #observability #performance #ai

8 min read

May 23

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

#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

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

#llm #devops #cicd #ai

9 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

3 Dashboards Every LLM Team Needs: Cost, Quality, Latency, Wired End-to-End

#observability #llm #grafana #monitoring

10 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

May 23

Goal Completion Verification: The Step 90% of Agents Skip

#ai #llm #agents #reliability

9 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

Manoranjan Rajguru

May 23

Diffusion Language Models: How NVIDIA Nemotron-Labs Diffusion Shatters the Autoregressive Speed Ceiling

#ai #llm #nvidia #machinelearning

18 min read

Agdex AI

May 23

Best AI Agent Security & Guardrails Tools in 2026: LLM Guard vs NeMo vs Guardrails AI

#aiagents #llm #security #webdev

3 min read

Ayodhya Krishna Teja

Apr 19

Built a Predictive Incident Response Agent with LLMs and Vector Memory

#agents #llm #rag #sre

6 min read

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