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Claude-pilled: why complex agent workflows are working against you

Claude-pilled: why complex agent workflows are working against you

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4 min read
I mapped LangChain Core as a knowledge graph — here's what the structure reveals

I mapped LangChain Core as a knowledge graph — here's what the structure reveals

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2 min read
Idle GPUs also burn money — a Kubernetes Operator that can scale large models down to zero

Idle GPUs also burn money — a Kubernetes Operator that can scale large models down to zero

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2 min read
AI 写代码写得越溜,架构师就越值钱

AI 写代码写得越溜,架构师就越值钱

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1 min read
Scarab Diagnostic Suite Field Test #011: LangChain Structured Output Streaming Boundary

Scarab Diagnostic Suite Field Test #011: LangChain Structured Output Streaming Boundary

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3 min read
Strict Schema Enforcement: The Bedrock of AI Reliability

Strict Schema Enforcement: The Bedrock of AI Reliability

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3 min read
How I built multi-model LLM routing on Groq's free tier

How I built multi-model LLM routing on Groq's free tier

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4 min read
The check you can write is the check you can fool

The check you can write is the check you can fool

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5 min read
What Are You Actually Measuring? A Framework for Agent Observability.

What Are You Actually Measuring? A Framework for Agent Observability.

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3 min read
FHE Prompt Privacy: The Metadata Leak Your Demo Still Has

FHE Prompt Privacy: The Metadata Leak Your Demo Still Has

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7 min read
LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

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12 min read
Thursday Thoughts: The Models We Can't Run

Thursday Thoughts: The Models We Can't Run

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6 min read
AI as Infrastructure & Model Migration

AI as Infrastructure & Model Migration

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2 min read
I built a local-first AI memory layer for LLMs in Rust (no cloud, no API keys)

I built a local-first AI memory layer for LLMs in Rust (no cloud, no API keys)

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1 min read
Context Engineering: The Skill Replacing Prompt Engineering in 2026

Context Engineering: The Skill Replacing Prompt Engineering in 2026

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4 min read
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