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Building a Private RAG System: Lessons from a Local-First AI Journal

Building a Private RAG System: Lessons from a Local-First AI Journal

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Comments 1
6 min read
Prompt engineering vs RAG vs Finetuning

Prompt engineering vs RAG vs Finetuning

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1 min read
The Agent Spend Governance Gap

The Agent Spend Governance Gap

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5 min read
Validating Thermodynamic Cognition on Real Quantum Hardware (February 2026)

Validating Thermodynamic Cognition on Real Quantum Hardware (February 2026)

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2 min read
The Hype Correction

The Hype Correction

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

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

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Comments 4
4 min read
Qwen 3 vs Llama 3: Configuring Local LLMs for Actual Performance

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

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5 min read
System Prompt Skeletons That Survive Every Model Migration

System Prompt Skeletons That Survive Every Model Migration

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

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

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

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

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

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

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7 min read
Your P99 Latency Lies. Streaming Users Feel TTFT.

Your P99 Latency Lies. Streaming Users Feel TTFT.

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

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

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

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

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10 min read
Stop Keying Agent Replay on Tool Names. Use Fingerprints.

Stop Keying Agent Replay on Tool Names. Use Fingerprints.

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8 min read
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