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Open-Source LLM APIs Beat Self-Hosting. Here's the Math.

Open-Source LLM APIs Beat Self-Hosting. Here's the Math.

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7 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
How Sentience ships 60+ AI tools in one local desktop app — without locking you into one provider

How Sentience ships 60+ AI tools in one local desktop app — without locking you into one provider

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6 min read
Your Agent's Memory Has a Tax and a Backdoor. Audit Both in 40 Lines

Your Agent's Memory Has a Tax and a Backdoor. Audit Both in 40 Lines

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10 min read
Building a Kaggle Competition Notification Bot

Building a Kaggle Competition Notification Bot

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5 min read
Build One AI Tool Server, Call It From Three Different Agents (MCP Explained)

Avoiding stdout to prevent protocol errors

Build One AI Tool Server, Call It From Three Different Agents (MCP Explained)

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6 min read
My embedding server died and I didn't notice for two weeks

My embedding server died and I didn't notice for two weeks

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3 min read
Cloud Architect's 2026 Guide to Cheaper, Faster LLM Inference

Cloud Architect's 2026 Guide to Cheaper, Faster LLM Inference

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8 min read
Engineering CellFateBench: A Reproducible Python Benchmark for Single-Cell Genomics Reasoning

Engineering CellFateBench: A Reproducible Python Benchmark for Single-Cell Genomics Reasoning

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8 min read
I Timed Every Stage of My AI Publishing Pipeline. The AI Wasn't the Slow Part.

I Timed Every Stage of My AI Publishing Pipeline. The AI Wasn't the Slow Part.

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3 min read
Brazilian capital gains tax as a Django service

Brazilian capital gains tax as a Django service

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4 min read
"I shipped an open-source CLI to an audience of zero — the most-downloaded build surprised me"

"I shipped an open-source CLI to an audience of zero — the most-downloaded build surprised me"

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2 min read
How to Benchmark API Latency to Any Endpoint (Polymarket Case Study)

How to Benchmark API Latency to Any Endpoint (Polymarket Case Study)

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3 min read
Polymarket CLOB WebSocket in Python — Real-Time Order Book Without Polling

Polymarket CLOB WebSocket in Python — Real-Time Order Book Without Polling

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3 min read
Polymarket's Price-to-Beat Has No API — Why a Co-located Server Gets It in Real Time, Not 15 Seconds

Polymarket's Price-to-Beat Has No API — Why a Co-located Server Gets It in Real Time, Not 15 Seconds

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4 min read
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