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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
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
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
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
Stateful provider fallback for LLM pipelines: an FSM pattern

Stateful provider fallback for LLM pipelines: an FSM pattern

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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
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
From ML Tooling to Analytical Governance: Recent Updates to KMDS

From ML Tooling to Analytical Governance: Recent Updates to KMDS

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3 min read
How I Cut AI API Costs by 65% — A Freelance Dev's 2026 Guide

How I Cut AI API Costs by 65% — A Freelance Dev's 2026 Guide

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7 min read
Google Trends will 429 you into the ground — here's how I got past it

Google Trends will 429 you into the ground — here's how I got past it

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5 min read
Testing PyTorch 2.13 MPS FlexAttention on M1 Max: Up to 7.83x Faster for Sparse Attention

Testing PyTorch 2.13 MPS FlexAttention on M1 Max: Up to 7.83x Faster for Sparse Attention

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7 min read
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