Vibe Coding and AI Agents Classes in Molonglo, Canberra

Course picks for Molonglo

Agents, APIs and Python

Courses that build the skills behind the query project. The trial lesson sets the starting point.

University and adult

Generative AI Course

Agents that call APIs and check what comes back.

See the syllabus

Ages 13 to 17

Codex & Claude Code for Teens

Coding agents for teenagers, with every tool call reviewed.

See the syllabus

Ages 13 to 17

Python for Teens

Requests, JSON and simple counting in Python.

See the syllabus

Ages 6 to 12

Vibe Coding for Kids

First steps building with AI help, in blocks.

See the syllabus

Browse the course atlas for more than one hundred options and use the coding roadmap to check prerequisites.

The four we are known for

Python, AI, vibe coding and agentic coding

These run underneath everything above. Every one is live and online, placed by ability rather than by age, and the first class is free.

Vibe codingAges 13 to 17

Vibe Coding for Teens

Python, web and AI projects where the learner still owns the thinking.

See the syllabus

Python and AICollege and adult

Python Automation Course

Automate the work you already do, then let AI carry part of it.

See the syllabus

AI and MLAges 14 to 18

AI and Machine Learning for Teens

Train a model, read what it learned, and be able to say why it is wrong.

See the syllabus

Agentic codingProfessionals

Codex & Claude Code

Run AI coding agents on real work without losing control of the codebase.

See the syllabus

Molonglo in the Census

A new district, growing quickly

Figures for the Molonglo statistical area (ABS SA3 80110) from the 2021 Census QuickStats, read on 13 October 2026, with the latest two ABS estimates.

Molonglo counts
Measure	Value
Residents, 2021 Census	11,435
Estimated residents, 2024	16,180
Estimated residents, 2025	18,064
Median age	31
Private dwellings	4,601
Bedrooms per dwelling	3.0

Molonglo shares compared with the ACT
Share	Molonglo	ACT
Flat or apartment	35.2% (1,471)	19.4%
Bachelor degree or higher	55.5% (4,866)	42.9%
Residents aged 5 to 9	8.9% (1,023)	6.4%
Professionals among workers	39.0% (2,726)	31.4%

Growth

Between the ABS estimates for 2024 and 2025, Molonglo grew by 1,884 residents, about 12% in one year, by far the fastest of the districts on our pages.

Mixed housing

Separate houses made up only 40.8% of dwellings in 2021, with apartments and townhouses taking most of the rest.

Young families

Couples with children were 51.2% of families, and almost one resident in eleven was aged 5 to 9.

Because the district has grown so fast, the 2021 Census already describes a smaller place. It was also held during the pandemic. ABS shares are rounded and small counts adjusted, so we copy the published figures and compare only like with like.

Signature project

Let the data service do the counting

An agent is asked: how many public tree records does each Molonglo suburb have, and how many are native? It has one tool, the ACT open data API for the tree asset list. A naive agent downloads matching records page by page and counts them itself. A better agent sends a single query that groups and counts on the server. We ran both on 13 October 2026.

Three ways to answer the same question (our measurement)
Approach	Calls	Data moved	Time	Answer
Download every record, 1,000 per page	22	17,689,823 bytes	107.6 s	21,041 records
One call, no paging	1	838,642 bytes	not timed	1,000 records, wrong
Group and count on the server	1	192 bytes	1.4 s	21,041 records

Same totals

Both complete methods agree: Denman Prospect 6,938 records, Coombs 5,018, Whitlam 4,842, Wright 4,058 and the suburb of Molonglo 185.

Native and exotic

One more grouped call of 847 bytes splits each suburb by label. Denman Prospect has 4,800 exotic records against 1,511 native.

Why it matters

Agents pay for every byte they read, in time, money and context space. Pushing the aggregation down cut the data moved by a factor of about 92,000.

The quiet wrong answer

The middle row is the dangerous one. The API returns 1,000 records by default, and an agent that counts them reports 1,000 trees for the whole district with total confidence. Pushing the count to the server avoids the trap because the server counts everything that matches.

Records come from the ACTGOV Tree Assets dataset on data.act.gov.au, licensed CC BY 4.0, queried through its public API. Calls, bytes and times are our own measurements on one connection and will differ elsewhere; the counts themselves come from the data.

Teaching the agent

Describe the tool so the agent uses it well

The fix is mostly in the tool description: tell the agent that the API can filter, group and count, and show one example query.

Lesson steps
Step	Learner task
1	Write a tool that fetches tree records for a list of suburbs, page by page.
2	Measure calls, bytes and seconds for the Molonglo question.
3	Add a second tool that sends a grouped count query, and measure again.
4	Give an agent both tools and check which one it chooses for five questions.

In step 4 learners discover that the description of a tool shapes the agent's choices as much as the code does. A count question should go to the grouped tool, while a request to list the native trees on one street still needs records. Writing those two cases into the descriptions, and testing them, is the craft.

Younger learners

Ask a librarian for "how many dinosaur books" instead of carrying every book to the table to count.

Teenagers

Build both tools in Python and log every call the agent makes.

Adults

Push filtering and aggregation into databases and APIs before data reach an agent at work.

Around Molonglo

Sculptures, shelters and Monday bins

Local details from ACT Government open data.

Sculpture valley

Of the 49 artworks recorded in Molonglo suburbs, 45 are sculptures.

Shelters

The ACT shelter list places 85 shelters in the district, more than in Woden, Weston Creek or North Canberra.

Bin day

All five Molonglo suburbs in the ACT NOWaste list collect garbage on a Monday.

District used

Molonglo is the ABS statistical area of about 27.2 square kilometres; our test assigns five named suburbs to it. In 2027, ACT Term 3 runs from Tuesday 20 July to Friday 24 September.

Learning ladder

From library questions to API queries

Ages give a starting point; the trial decides.

Ages 6 to 10

Ask, then build

Scratch and AI-assisted games built step by step.

Scratch Coding for Kids Vibe Coding for Kids

Ages 10 to 14

Python and data

Lists, counts and first web requests.

Python and AI for Kids AI Literacy for Kids (Ages 8 to 14)

Ages 14 to 18

Agents

Tools, APIs and agents that justify their calls.

Codex & Claude Code for Teens Vibe Coding for Teens

Adults 18 and over

Agents at work

Efficient, auditable agents for real systems.

Generative AI Course Codex & Claude Code

Vibe coding and agents

Will agents learn this on their own?

Only if their tools are described well, and someone checks.

Left alone, many agents fetch first and think later, because downloading feels safe. On a small table that costs nothing; on 21,041 records it costs 17.7 megabytes, and without paging it silently gives the wrong total.

Molonglo learners measure the cost of each plan and design tools that make the efficient plan the obvious one. That is engineering, not prompting.

Our agent classes measure what agents do, not just what they say. The longer argument is in why programming still repays the effort.

Delivery

How Molonglo lessons run

All lessons are live online, so families join from home anywhere in the valley.

Live teaching

A teacher leads and checks each learner's work in real time.

ACT calendar

Lessons pause in ACT school holidays.

Free trial

Start with one free lesson and a plan.

Group or solo

Level groups of fifteen to twenty, or private lessons.

Rhythm

Two lessons a week, about eight a month.

India time

From April to October a 6pm Molonglo lesson is 1:30pm in India.

Time zone

Molonglo keeps Canberra time, which the IANA database links to Sydney: daylight saving from the first Sunday in October to the first Sunday in April.

Fees

Molonglo fees

The same fees apply to every learner.

First classUSD 0

The opening lesson is free and ends with a plan.

Group tuitionUSD 100

Group classes: around eight a month, fifteen to twenty learners.

Private tuitionUSD 150

One-to-one: around eight a month with a single teacher.

Fees are charged in US dollars once the trial has fixed a course and weekly time. The pricing page sets out holiday and missed-lesson rules.

Request placement Check availability

Reviews

Reviews from families

Rated 4.9 across 547 Google reviews. These are real reviews, reproduced as written.

★★★★★

"The one step solution for my son. Modern Age Coders make learning coding so simple that kids love it. The teachers explain complex concepts clearly with practical exercises and interactive content."

Ria Mukherjee

Parent

★★★★★

"Modern Age Coders has been a game-changer for me. I struggled to grasp IT concepts and coding before joining, but their classes transformed everything. I can now confidently write complex programs with ease."

Samriddha Mondal

Student

★★★★★

"One of the most wonderful education centres out there. Education is not limited to school syllabus but focuses on skill development."

Vansh Agarwal

Student

★★★★★

"My child Dhairya is really enjoying the Modern Age Coders classes. This is his first online class and he eagerly looks forward to it. I can already see his improvement, and the teachers are very cooperative."

Sonam Oswal

Parent of Dhairya

★★★★★

"Modern Age Coders have wonderful teachers who teach in a clear, easy and practical way. The teacher boosts students' confidence and inspires them to learn without hesitation."

Sonu Goyal

Parent

★★★★★

"I highly recommend this computer coding class! The teachers are incredibly knowledgeable and passionate about coding."

Ritu Kedia

Parent

Free placement class

Book a free Molonglo lesson

Tell us the learner's age and interests. A child might play the librarian game; a teenager might build the two tree-count tools.

FAQ

Molonglo agents and vibe coding questions

Questions from Molonglo families and adult learners.

How many people live in Molonglo?

The 2021 Census counted 11,435 people. The ABS estimates 16,180 for 2024 and 18,064 for 2025.

What is push-down aggregation?

Sending a counting or summing query to the database or API that holds the data, so only the small answer travels back.

Why did one call return only 1,000 records?

The ACT open data API returns 1,000 rows unless asked for more, so an agent that does not page or count on the server undercounts.

Does a smarter model fix this?

Not by itself. The tools and their descriptions decide what an agent can do efficiently.

Can children learn about agents?

Younger learners start with block coding and AI-assisted projects; building agents usually starts in the teens.

Which suburbs are in Molonglo?

Our test places five: Coombs, Denman Prospect, Molonglo, Whitlam and Wright.

Do you have a centre in Molonglo?

No. Lessons are live online only, we have no Australian office, and our listed phone number is Indian.

What do Molonglo classes cost?

The first lesson is free. Group classes cost USD 100 a month for two live lessons a week, about eight a month, in groups of fifteen to twenty, and one-to-one classes cost USD 150 a month. You agree the course and time before paying.

How are groups organised?

By level and pace, fifteen to twenty learners each, not by age or suburb. One-to-one lessons are available when no group time fits.

Can adults build agents with you?

Yes. Adults learn in adult groups or one to one, often wiring agents to their own systems.

More for Canberra learners

Agents, APIs and Python

Generative AI Course

Codex & Claude Code for Teens

Python for Teens

Vibe Coding for Kids

Python, AI, vibe coding and agentic coding

Vibe Coding for Teens

Python Automation Course

AI and Machine Learning for Teens

Codex & Claude Code

A new district, growing quickly

Growth

Mixed housing

Young families

Let the data service do the counting

Same totals

Native and exotic

Why it matters

The quiet wrong answer

Describe the tool so the agent uses it well

Younger learners

Teenagers

Adults

Sculptures, shelters and Monday bins

Sculpture valley

Shelters

Bin day

From library questions to API queries

Ask, then build

Python and data

Agents

Agents at work

Will agents learn this on their own?

How Molonglo lessons run

Live teaching

ACT calendar

Free trial

Group or solo

Rhythm

India time

Molonglo fees

Reviews from families

Book a free Molonglo lesson

Molonglo agents and vibe coding questions

How many people live in Molonglo?

What is push-down aggregation?

Why did one call return only 1,000 records?

Does a smarter model fix this?

Can children learn about agents?

Which suburbs are in Molonglo?

Do you have a centre in Molonglo?

What do Molonglo classes cost?

How are groups organised?

Can adults build agents with you?

Further reading

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