FEATURE & DOCS
A dedicated space for documenting technical blueprints, architectural patterns, and engineering reflections. This archive serves as a living knowledge base where innovation meets practical execution.

Liquid AI's d1-ultra: When an AI App Needs a Decision
Liquid AI's d1-ultra returns probabilities over defined answers. Its API makes the decision boundary, billing model, and evaluation plan worth a closer look.

MCP Apps: Bringing Interactive User Interfaces to Agentic Workflows
An AI assistant can find the right information and still make it awkward to use. MCP Apps gives developers a way to bring familiar interface controls into the conversation itself.

Add Human Approval to n8n AI Tools Before They Change Customer Data
An AI assistant can give a sensible explanation and still choose the wrong record to update. n8n lets you put a human review step in front of AI tool calls, before the change runs.

ArtCraft: A free Adobe alternative worth watching
If you pay for Adobe Creative Cloud, you've probably wondered how much of your subscription you actually use.