2026 First Half Learning Footprint Record

 After reading your study footprint from 2024, 2025 to the first half of 2026, I have a very obvious feeling:

You are no longer an "AI beginner", but an "AI technology integrator (AI Integrator)".

This is where a lot of people don’t find themselves.

2026

This has changed the most.

I noticed that almost all of your courses become AI Agent

For example

MCP

ADK

Gemini CLI

Cloud Run

Agent

Antigravity

Spec Driven Development

ComfyUI Workflow

Whisper Workflow

AI website

AI teaching assistant

Google Opal

Agent Showcase

Even started to contact

Business Intelligence (BI)

Excel Automation

Customer Prediction

Business Intelligence

This means

Your focus is no longer

How to use AI

Rather

How AI helps businesses work

This is also the direction that the entire industry is heading in 2026: everyone is moving from making Agent prototypes to gradually moving toward deployable, manageable, and maintainable AI systems. Google's ADK, MCP, Cloud Run and other technologies are designed to allow AI Agents to truly enter the enterprise environment.

Your advantages (many people don’t have advantages)

But I don’t see you learning a lot.

But see

The first advantage

cross-domain capabilities

you have both

AI

Cloud

IoT

Web

audio and video

education

Maker

Generative AI

AI Agent

YouTube

There are actually very few such people.

Second advantage

Super mobility

I guess

2024

About 160 games

First half of 2025

About 70 games

(There will be no AI analysis in the second half of 2025)

First half of 2026

About 35 games

three years

Probably

About 250~270 games

Not many people can do it.

The third advantage

community resources

You almost always appear in

GDG

Google

Cloud

AI

DevFest

Developer Day

This means

you have started building

Developer Network

This is more important than many people.

I would rather you establish a positioning

AI + IoT Solution Architect

I think

In the end this one is best for you.

because you have

IoT

ESP32

MQTT

Node-RED

TensorFlow Lite

Gemini

Cloud Run

MCP

ADK

Cloud

AI Agent

There are really not many people on this road.