HackerNoon

Matryoshka RLM Tested: Can Coding Agents Query Huge Files Without RAG?

I drove its lattice-mcp tools by hand from a TypeScript client, checked every answer against grep, and hit five gotchas.

I let a local AI handle model selection for OpenCode. Assigning Luna/Sol/Astra with a 4B model｜ぽんた - note（ノート）

When developing with OpenCode, it has become a bit tedious to think every time, "Is a lightweight model enough for this task?
HackerNoon

Building a Parallel Distributed Audio Watermarking Pipeline on AWS Lambda

Explore the architecture behind a serverless audio watermarking pipeline, from file splitting and parallel encoding to ...

AI Agent Management for Executives Starting This Week: A 90-Day Practical Design for 'Assigning Tasks, Linking to Metrics, and Setting Authority Limits'

When it comes to AI agents, it is tempting to start by comparing model performance or tools. However, the first thing an executive must decide is not the product name. It is these three things: which ...