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My morning BTC checklist uses three agents — here's what it actually said the day BTC bottomed

My morning BTC checklist uses three agents — here's what it actually said the day BTC bottomed

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4 min read
My Blog Had 20 Unanswered Comments Across 35 Posts. Nothing Ever Told Me.

My Blog Had 20 Unanswered Comments Across 35 Posts. Nothing Ever Told Me.

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4 min read
Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

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6 min read
My Inferentia port matched its reference token-for-token — and still output garbage

My Inferentia port matched its reference token-for-token — and still output garbage

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8 min read
#07 – Pythonic Code & Standard Library

#07 – Pythonic Code & Standard Library

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6 min read
Blast Radius of an AI Agent's API Key: Score It in 40 Lines

Blast Radius of an AI Agent's API Key: Score It in 40 Lines

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11 min read
RAG for Beginners: Build a Document Q&A System with LangChain (Full Code)

RAG for Beginners: Build a Document Q&A System with LangChain (Full Code)

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4 min read
FastAPI Async Context Vars for Multi-Tenant Request Isolation: Why asyncio.create_task() Breaks Your Tenant Context and How to Fix It

FastAPI Async Context Vars for Multi-Tenant Request Isolation: Why asyncio.create_task() Breaks Your Tenant Context and How to Fix It

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4 min read
AI Pair Programming in Your Terminal with Aider and Ollama

AI Pair Programming in Your Terminal with Aider and Ollama

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2 min read
Build a Private Voice Assistant with Whisper, Ollama, and Kokoro TTS

Build a Private Voice Assistant with Whisper, Ollama, and Kokoro TTS

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2 min read
Three PostgreSQL Master/Replica Discovery Problems — and How to Solve Them

Three PostgreSQL Master/Replica Discovery Problems — and How to Solve Them

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17 min read
Build Visual AI Agent Pipelines with Langflow and Ollama

Build Visual AI Agent Pipelines with Langflow and Ollama

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2 min read
Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

Hillock: A brain-inspired, CPU-bound memory gate for local LLMs

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2 min read
Does Quantization Break Tool-Calling? I Measured It on a 4GB Laptop GPU (BFCL, 3 Seeds, Bootstrap 95% CI)

Model family outperforms size as a predictor

Does Quantization Break Tool-Calling? I Measured It on a 4GB Laptop GPU (BFCL, 3 Seeds, Bootstrap 95% CI)

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4 min read
Check If a Password Was Breached Without Sending It (HIBP k-Anonymity)

Check If a Password Was Breached Without Sending It (HIBP k-Anonymity)

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4 min read
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