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LLM agents turn code interpreters into portfolio sizing engines when you evolve the prompt

LLM agents turn code interpreters into portfolio sizing engines when you evolve the prompt

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3 min read
Automated Integration Tests for the Deployed Hello World API

Automated Integration Tests for the Deployed Hello World API

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23 min read
WiFi off, model running: what broke (and what shipped) building YOLO26 on MLX

WiFi off, model running: what broke (and what shipped) building YOLO26 on MLX

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6 min read
Backend Development in 2026 - Technologies, Costs, UK Hiring

Backend Development in 2026 - Technologies, Costs, UK Hiring

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7 min read
CPU path tracer in Pure Python — No GPU, No Dependencies, Physically Based

CPU path tracer in Pure Python — No GPU, No Dependencies, Physically Based

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4 min read
Project memory is not chat history: a tiny handoff layer for AI agents

Project memory is not chat history: a tiny handoff layer for AI agents

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2 min read
I fact-checked 5 viral "my AI bot made money" posts against primary data. None survived.

I fact-checked 5 viral "my AI bot made money" posts against primary data. None survived.

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5 min read
Choosing the Right LangChain Memory: A Practical Guide for Developers

Choosing the Right LangChain Memory: A Practical Guide for Developers

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3 min read
AI Can Write the Code. Can It Prove the Fix?

AI Can Write the Code. Can It Prove the Fix?

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21 min read
Explored a new Programming Language in Pure Python — Lexer, Pratt Parser, Bytecode Compiler, Stack VM

Explored a new Programming Language in Pure Python — Lexer, Pratt Parser, Bytecode Compiler, Stack VM

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3 min read
-preset slow bought 0.16%. Ten ffmpeg settings measured on two ARM cores.

-preset slow bought 0.16%. Ten ffmpeg settings measured on two ARM cores.

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8 min read
A test you can't run is a test you don't have

A test you can't run is a test you don't have

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4 min read
Clean JSON Extraction with Ollama and Python

Clean JSON Extraction with Ollama and Python

1
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3 min read
Catching "invoice.pdf.exe" before you open it: a tool that identifies a file's real type from its first bytes

Catching "invoice.pdf.exe" before you open it: a tool that identifies a file's real type from its first bytes

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17 min read
I built an LLM tuner. Benchmarking it proved me wrong four times.

I built an LLM tuner. Benchmarking it proved me wrong four times.

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5 min read
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