Welcome

Not here to sound smart.
Here to make things work.

AI・Tech・Business・Web3・Travel

See all posts

Scroll

Latest

View all

AI Apr 1, 2026

Building AI Skills Series Part 3: Designing a skill layer from existing tools, using a Make-based job workflow as the example

Read more EN

AI Apr 1, 2026

Building AI Skills Series Part 2: Why ChatGPT should not connect directly to low-level tools

Read more EN

AI Apr 1, 2026

Building AI Skills Series Part 1: What is the actual difference between a Skill, Tool, MCP, Runtime, and Orchestrator?

Read more EN

AI Apr 1, 2026

AI Agentic Workflow Series 5 — Why I Eventually Replaced the Make MCP Server with My Own Gateway Server

v2 solved the “Make-first workflow as execution engine” problem. v3 takes the next step and moves the capability surface the model actually sees from the Make MCP server into a self-hosted FastMCP skill gateway.

Read more EN

AI Mar 31, 2026

MCP Engineering Deep Dive 04: Skills Are Not the Same Thing as Runtime Tool Selection

Having skills in your repo does not mean the runtime will actually route by them. In practice, the model is far more influenced by the tool surface you expose, the live inventory a session can see, and whether your descriptions, schemas, and instructions line up.

Read more EN

AI Mar 31, 2026

MCP Engineering Deep Dive 03: Contract Design, Schema Discipline, and Versioning Decide Whether Your Tools Can Grow Up

The hardest MCP servers to evolve are not the ones with too many tools. They are the ones with loose contracts. Once you have multiple clients, public tools, and helper tools, schema discipline becomes the real stability layer.

Read more EN

See all posts

Explore by topic

Browse the archive by category

A structured path into essays, notes, and observations across the ideas that shape Daniel’s work.

AI OpenClaw PM Startup Business Web3 Travel Murmurs

Not here to sound smart.Here to make things work.

Latest

Building AI Skills Series Part 3: Designing a skill layer from existing tools, using a Make-based job workflow as the example

Building AI Skills Series Part 2: Why ChatGPT should not connect directly to low-level tools

Building AI Skills Series Part 1: What is the actual difference between a Skill, Tool, MCP, Runtime, and Orchestrator?

AI Agentic Workflow Series 5 — Why I Eventually Replaced the Make MCP Server with My Own Gateway Server

MCP Engineering Deep Dive 04: Skills Are Not the Same Thing as Runtime Tool Selection

MCP Engineering Deep Dive 03: Contract Design, Schema Discipline, and Versioning Decide Whether Your Tools Can Grow Up

Browse the archive by category

Not here to sound smart.
Here to make things work.