Archive - OffNote Labs Newsletter

Tool Groups: The Missing Abstraction Between Agents and Tools

How do we bridge the gap between Agents and Tools?

Jun 24 •

𝗠𝗼𝘃𝗲 𝗮𝗹𝗹 𝗠𝗮𝘁𝗵 𝘁𝗼 𝘁𝗵𝗲 (LLM)𝗢𝗦 𝗹𝗮𝘆𝗲𝗿!

Speak algorithms in natural language. Move from Algorithmic to Structured thinking.

Jun 12 •

April 2025

The Future of AI-Assisted Coding

Last Updated: 14 Jul 2025.

Apr 3 •

December 2024

Prompts are Programs

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

Dec 20, 2024 •

Monthly AI Recap: November 2024

Visual RAG, Agents, Computer Use and more

Dec 12, 2024 •

November 2024

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…

Nov 5, 2024 •

October 2024

Building AI Agent Swarms

Agent Handoff is all you need

Oct 17, 2024 •

May 2024

Lessons Building an Enterprise GenAI (RAG) Product

As Generative AI becomes more ubiquitous among consumers, Enterprises are scrambling to incorporate GenAI into their platforms, find the right use cases…

May 9, 2024 •

February 2024

RAG++ : Bridge the Query - Doc Gap

(LLM-IR #2) How I stopped viewing RAG as a laundry list of tricks

Feb 15, 2024 •

September 2023

[LLM #2] The Trust Tug-of-War with GPT

How do you get along with an unreliable co-pilot?

Sep 21, 2023 •

July 2023

[LLM #1] The Emergence of Conversational Programming

From arduous Structured Instructions to fluid Natural Interactions

Jul 20, 2023 •

May 2023

(LLM-IR #1) Why your GPT + Vector Search RAG demo won't make it to production?

On the perils of the naive embed-match strategy

May 9, 2023 •

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