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Monday, 12 October 2026 Reading Room

AI

Reverse Engineer Anything: AI-Powered Binary Analysis

Reverse Engineer Anything: AI-Powered Binary Analysis Stop guessing how that app works—let your AI agent decompile it for you. Every software engineer has encountered the "black box" problem. You are integrating a third-party library, debugging a legacy binary, or trying to replicate a feature from an Electron app, but there is no documentation. Traditionally, you would spend days manually…

dev.to ·

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Unsloth + Ollama: Fine-Tune and Run Local LLMs

Unsloth + Ollama: Fine-Tune Open-Source LLMs 2x Faster and Run Them Locally Stop burning thousands of dollars on cloud LLM API tokens.

  • Unsloth is a PyTorch framework optimized for fine-tuning LLMs.
  • Ollama provides a local runtime for executing fine-tuned LLMs.
  • The combination enables training 8B models on consumer GPUs with minimal VRAM.

·dev.to

AI Slop Is the Second Ship

As the story goes, Theseus sailed to Crete, killed the Minotaur, and brought home the young Athenians who had been sent there to be fed to it. The ship that carried them had thirty oars.

  • AI-generated retry module acts as second ship in payment service
  • Idempotent key required for retries to prevent double charges
  • Lack of understanding leads to untraceable failures in AI-planks

·dev.to

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