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Building a Private RAG System: Lessons from a Local-First AI Journal
Rahul Talreja
Rahul Talreja
Rahul Talreja
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May 23
Building a Private RAG System: Lessons from a Local-First AI Journal
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ai
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privacy
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ollama
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llm
1
 reaction
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1
 comment
6 min read
Prompt engineering vs RAG vs Finetuning
Haki
Haki
Haki
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May 3
Prompt engineering vs RAG vs Finetuning
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ai
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beginners
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llm
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rag
1
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1 min read
The Agent Spend Governance Gap
Michael Chen
Michael Chen
Michael Chen
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May 23
The Agent Spend Governance Gap
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ai
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llm
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opensource
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architecture
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1
 comment
5 min read
Validating Thermodynamic Cognition on Real Quantum Hardware (February 2026)
NILE GREEN
NILE GREEN
NILE GREEN
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Apr 19
Validating Thermodynamic Cognition on Real Quantum Hardware (February 2026)
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ai
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llm
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machinelearning
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architecture
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2 min read
The Hype Correction
Vilius
Vilius
Vilius
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May 23
The Hype Correction
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ai
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agents
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llm
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devtools
2
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4 min read
Zero-Idle Local LLMs: Running Llama 3 in AWS Lambda Containers
Dhananjay Lakkawar
Dhananjay Lakkawar
Dhananjay Lakkawar
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May 22
Zero-Idle Local LLMs: Running Llama 3 in AWS Lambda Containers
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ai
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aws
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llm
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serverless
9
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4
 comments
4 min read
Qwen 3 vs Llama 3: Configuring Local LLMs for Actual Performance
Alan West
Alan West
Alan West
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Apr 19
Qwen 3 vs Llama 3: Configuring Local LLMs for Actual Performance
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llm
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qwen
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localai
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machinelearning
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5 min read
System Prompt Skeletons That Survive Every Model Migration
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
System Prompt Skeletons That Survive Every Model Migration
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llm
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ai
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prompt
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architecture
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8 min read
Sub-Agents vs One Big Agent: 4 Signals That Decide It
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
Sub-Agents vs One Big Agent: 4 Signals That Decide It
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ai
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llm
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agents
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architecture
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9 min read
GenAI Semantic Conventions in 2026: The 11 Attributes That Survive Across SDKs
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
GenAI Semantic Conventions in 2026: The 11 Attributes That Survive Across SDKs
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opentelemetry
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observability
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llm
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ai
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8 min read
Stop Using JSON Mode for Structured Output. XML Tags Win 4 of 5 Cases.
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
Stop Using JSON Mode for Structured Output. XML Tags Win 4 of 5 Cases.
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llm
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prompt
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ai
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python
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7 min read
Your P99 Latency Lies. Streaming Users Feel TTFT.
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
Your P99 Latency Lies. Streaming Users Feel TTFT.
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llm
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observability
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performance
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ai
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8 min read
Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
Self-Consistency at N=5 With Sonnet Beats One Opus Call on 3 Task Types
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llm
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ai
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python
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benchmark
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8 min read
3 Dashboards Every LLM Team Needs: Cost, Quality, Latency, Wired End-to-End
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
3 Dashboards Every LLM Team Needs: Cost, Quality, Latency, Wired End-to-End
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observability
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llm
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grafana
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monitoring
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10 min read
Stop Keying Agent Replay on Tool Names. Use Fingerprints.
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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May 23
Stop Keying Agent Replay on Tool Names. Use Fingerprints.
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ai
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llm
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agents
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testing
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8 min read
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