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# llm

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I built a Homebrew for AI skills: install flow and eval harness inside

I built a Homebrew for AI skills: install flow and eval harness inside

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8 min read
Blocking Prompt Injection Before It Reaches Your LLM

Blocking Prompt Injection Before It Reaches Your LLM

Comments 1
5 min read
Query Rewriting Before Retrieval: The Cheap Recall Win Most Skip

Query Rewriting Before Retrieval: The Cheap Recall Win Most Skip

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7 min read
Using the System Prompt / Preferences Field

Using the System Prompt / Preferences Field

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4 min read
GLM 5.2 Just Dropped: What Zhipu's New Open-Weights Flagship Means for Developers

GLM 5.2 Just Dropped: What Zhipu's New Open-Weights Flagship Means for Developers

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2 min read
Frontier Bakeoff: We Benchmarked Fable 5 Hours Before the Shutdown

Frontier Bakeoff: We Benchmarked Fable 5 Hours Before the Shutdown

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6 min read
I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

I almost burned ₹4,000 on Claude API overnight — so I built llm-cost-guard

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3 min read
Part 4 — High Semantic Similarity Correct Business Conclusion: A Three-Layer Judgment Engine from Retrieval to Quantifiable Decisions

Part 4 — High Semantic Similarity Correct Business Conclusion: A Three-Layer Judgment Engine from Retrieval to Quantifiable Decisions

6
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10 min read
Local-First Agentsview, Raspberry Pi Agent Deployment, Unified AI Suite

Local-First Agentsview, Raspberry Pi Agent Deployment, Unified AI Suite

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3 min read
Why Prompts Fail in Production (and the 4 Failure Vectors)

Why Prompts Fail in Production (and the 4 Failure Vectors)

Comments 1
4 min read
The Direction of AI in 2026: Performance, Cost, and the End of One Model for Everything

The Direction of AI in 2026: Performance, Cost, and the End of One Model for Everything

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24 min read
Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

Anthropic Was Right About One Thing: Broad Safety Decisions Are Dangerous

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42 min read
Context Compression Before the LLM: Cutting Tokens Without Cutting Recall

Context Compression Before the LLM: Cutting Tokens Without Cutting Recall

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6 min read
The Source-of-Truth Problem Every Enterprise AI Team Faces

The Source-of-Truth Problem Every Enterprise AI Team Faces

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3 min read
Install last30days-skill Research the Last 30 Days of the Internet: Installing last30days on Hermes Agent

Install last30days-skill Research the Last 30 Days of the Internet: Installing last30days on Hermes Agent

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2 min read
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