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How I Cut LLM Costs in Half — A Backend Engineer's 2026 Guide

How I Cut LLM Costs in Half — A Backend Engineer's 2026 Guide

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7 min read
I run 17 RSS feeds through stdlib XML parsing every morning — here's the dedupe pipeline that keeps 600+ stories from drowning my inbox

I run 17 RSS feeds through stdlib XML parsing every morning — here's the dedupe pipeline that keeps 600+ stories from drowning my inbox

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7 min read
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
A 40-line LLM-based bash command executor in Python

A 40-line LLM-based bash command executor in Python

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7 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
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
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
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
Data Types, Typecasting, eval(), Boolean Logic, Input/Output, String Formatting

Data Types, Typecasting, eval(), Boolean Logic, Input/Output, String Formatting

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4 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
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
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
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
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