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I don't write code. Here's how I finally understood RAG.

I don't write code. Here's how I finally understood RAG.

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8 min read
Experimenting with your own local LLM

Experimenting with your own local LLM

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5 min read
Don't Trust the Score: A Fraud Investigator That Argues Both Sides on TigerGraph

Don't Trust the Score: A Fraud Investigator That Argues Both Sides on TigerGraph

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11 min read
Understanding MCP Servers

Understanding MCP Servers

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5 min read
Building an Agentic Fraud Investigation Engine with TigerGraph & LangGraph: Our Hacker House Goa Journey

Building an Agentic Fraud Investigation Engine with TigerGraph & LangGraph: Our Hacker House Goa Journey

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4 min read
Building FraudAgent: Autonomous Financial Crime Intelligence with TigerGraph & LangGraph

Building FraudAgent: Autonomous Financial Crime Intelligence with TigerGraph & LangGraph

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5 min read
Beyond Scaling Laws: Why Memory Is the LLM's Next Step (with a 3M-Token Recall Experiment)

Beyond Scaling Laws: Why Memory Is the LLM's Next Step (with a 3M-Token Recall Experiment)

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10 min read
Jev: A Different Approach to AI Decision-Making

Jev: A Different Approach to AI Decision-Making

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7 min read
When My Local LLM Started Speaking Chinese, I Accidentally Walked Into the Chinese Room

When My Local LLM Started Speaking Chinese, I Accidentally Walked Into the Chinese Room

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8 min read
Meet Jev: The AI That Refuses to Chat With You (On Purpose)

Meet Jev: The AI That Refuses to Chat With You (On Purpose)

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3 min read
I swapped LLM scoring for a non-generative model. The score now moves by 0.01 out of 5

I swapped LLM scoring for a non-generative model. The score now moves by 0.01 out of 5

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6 min read
I built the classifier tier in April. A model just shipped to be it.

I built the classifier tier in April. A model just shipped to be it.

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2 min read
RelayPlane vs LiteLLM vs OpenRouter: an honest comparison for cost caps and routing

RelayPlane vs LiteLLM vs OpenRouter: an honest comparison for cost caps and routing

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4 min read
Running Qwen3.8-Flash-Next on a 128 GB Mac: The Expert-Pruning Trap, and a Memory-Mapped n-gram Table That Gets You to 240K Tokens

Running Qwen3.8-Flash-Next on a 128 GB Mac: The Expert-Pruning Trap, and a Memory-Mapped n-gram Table That Gets You to 240K Tokens

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12 min read
Someone trained a decision model for $104. The price isn't the interesting part — it's that it refuses to write text.

Someone trained a decision model for $104. The price isn't the interesting part — it's that it refuses to write text.

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3 min read
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