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OffNote Labs Newsletter

Insights on Generative AI, Voice Agents, Retrieval, Deep Learning, and Problem Solving at Scale.

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How Coding Agents Find Their Way Through Code

Coding Agents Work Because Code Leaves Clues: Localize and Inspect

I Started a New Substack. Here’s What I’ve Been Writing.

Agent Engineering In Practice

Towards Society of Agents: The Coordination Challenge

Git and Filesystems are the only Infra you need

All we need is a *Modular* LLM Agent

Modularity is the quiet revolution: scaling LLMs into universal agents

Tool Groups: The Missing Abstraction Between Agents and Tools

How do we bridge the gap between Agents and Tools?

Switch Learner from Weights Layer to Text Layer

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

The Future of AI-Assisted Coding

Last Updated: 14 Jul 2025.

Prompts are Programs

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

Monthly AI Recap: November 2024

Visual RAG, Agents, Computer Use and more

Monthly AI Harvest: October 2024

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.