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I Was Shocked How Cheap Chinese AI Models Actually Are In 2026

I Was Shocked How Cheap Chinese AI Models Actually Are In 2026

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9 min read
My AI Commit Script and My MCP Tool Run the Exact Same Code. Only One of Them Is Agentic.

My AI Commit Script and My MCP Tool Run the Exact Same Code. Only One of Them Is Agentic.

Comments 2
5 min read
I Built a B-Tree in Pure Python and Finally Understood Why Postgres Uses It for Every Index

I Built a B-Tree in Pure Python and Finally Understood Why Postgres Uses It for Every Index

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6 min read
Set membership is not pairing: a property test that was green for the exact bug it was written to catch

Set membership is not pairing: a property test that was green for the exact bug it was written to catch

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4 min read
I Fixed LLM Markdown Errors with Jinja2 and AST Parsing

I Fixed LLM Markdown Errors with Jinja2 and AST Parsing

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3 min read
I Stopped Fighting Prompts: Locking Down Markdown with Jinja2

I Stopped Fighting Prompts: Locking Down Markdown with Jinja2

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2 min read
I Fixed LLM Formatting by Stopping the Prompt Obsession

I Fixed LLM Formatting by Stopping the Prompt Obsession

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3 min read
Surfacing claude p Timeouts as RuntimeError (and Why It Took Three Tries)

Surfacing claude p Timeouts as RuntimeError (and Why It Took Three Tries)

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2 min read
We logged every rejected tool call for a month. A third were our validation being wrong, not the model.

We logged every rejected tool call for a month. A third were our validation being wrong, not the model.

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2 min read
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
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
A REST API for Polymarket Whale Data: A Developer Guide

A REST API for Polymarket Whale Data: A Developer Guide

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3 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
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.

Comments 1
4 min read
#07 – Pythonic Code & Standard Library

#07 – Pythonic Code & Standard Library

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6 min read
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