
How Coding Agents Find Their Way Through Code
Coding Agents Work Because Code Leaves Clues: Localize and Inspect
Insights on Generative AI, Voice Agents, Retrieval, Deep Learning, and Problem Solving at Scale.
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Coding Agents Work Because Code Leaves Clues: Localize and Inspect

Agent Engineering In Practice

Git and Filesystems are the only Infra you need

Modularity is the quiet revolution: scaling LLMs into universal agents

How do we bridge the gap between Agents and Tools?

Speak algorithms in natural language. Move all learning from the Weights layer to the Text layer.

Last Updated: 14 Jul 2025.

Just far more accessible to everyone than "older" programs.

Visual RAG, Agents, Computer Use and more

I write more notes than full-length articles. Writing a note helps me structure a fleeting thought, create a narrative around it and explore epsilon-extensions around it. These notes appear as LinkedIn Posts and/or Substack Notes — both great places to share.