What does the Gungahlin agent project build?
A calendar helper that answers "which bin goes out this week?" for any Gungahlin suburb. Instead of letting a language model reason about fortnights, the agent calls a tool that expands recurrence rules, the same format phone calendars use. Learners check every rule against published ACT dates, and find the shortcut that breaks for 12 suburbs.
Gungahlin is a young district: its median age at the 2021 Census was 32, more than half of its families were couples with children, and 2.8% of its workers rode light rail to work. Its suburbs all run on a weekly garbage collection and alternating fortnights for recycling and green waste, which is exactly the kind of schedule AI tools get wrong.
Facts last verified 13 October 2026. Teaching is online; no Gungahlin branch is claimed.
Courses that suit the calendar-tool project below. The free trial chooses the level.

Coding agents for teenagers, with tools and tests written by hand.
See the syllabus
Tool calling and checking agent output against data.
See the syllabus
Projects drafted with an assistant, then tested properly.
See the syllabus
First Python, including dates and simple schedules.
See the syllabusBrowse the course atlas for more than one hundred options and use the coding roadmap to check prerequisites.
The four we are known for
These run underneath everything above. Every one is live and online, placed by ability rather than by age, and the first class is free.

Python, web and AI projects where the learner still owns the thinking.
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Automate the work you already do, then let AI carry part of it.
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Train a model, read what it learned, and be able to say why it is wrong.
See the syllabus
Run AI coding agents on real work without losing control of the codebase.
See the syllabusFigures for the Gungahlin statistical area (ABS SA3 80104), from Census QuickStats read on 13 October 2026, with the ABS estimate for 2025.
| Measure | Value |
|---|---|
| Residents, 2021 Census | 87,682 |
| Estimated residents, 2025 | 94,130 |
| Median age | 32 |
| Families | 23,748 |
| Private dwellings | 31,952 |
| People per household | 2.9 |
| Share | Gungahlin | ACT |
|---|---|---|
| Couple families with children | 54.5% (12,944) | 45.3% |
| Residents aged 5 to 9 | 8.3% (7,314) | 6.4% |
| Tram or light rail to work | 2.8% (1,396) | 0.9% |
| Drove a car to work | 64.1% (31,749) | 59.0% |
One Gungahlin resident in twelve was aged 5 to 9, well above the ACT share of 6.4%.
Light rail carried 2.8% of Gungahlin workers to work on Census day, about three times the territory share.
The Census count of 87,682 and the 2025 estimate of 94,130 use different methods; we show both without subtracting.
The Census was held during the pandemic, so travel answers reflect that week. ABS figures are rounded and small counts are lightly adjusted, so parts of a table may not add up to its total; we quote them as published.
ACT NOWaste publishes, for each suburb, its collection day, a week letter A or B, and the next date for garbage, recycling and green waste. Sixteen Gungahlin suburbs are listed. The agent's tool turns those facts into three rules: garbage every week, recycling every second week, green waste every second week, each starting from its published next date.
| Check | Suburbs passing |
|---|---|
| Next garbage date falls on the stated collection day | 16 of 16 |
| Week A means recycling this week, week B means green waste | 16 of 16 |
| Recycling and green waste never share a week | 16 of 16 |
| Shortcut: count fortnights from the garbage date | 4 of 16 |
Starting every fortnight on the garbage date assumes recycling goes out first. That is only true in week A suburbs, so the shortcut is wrong for all 12 week B suburbs.
For the suburb of Gungahlin itself, the rules produce 53 garbage days, 26 recycling days and 27 green waste days up to 15 October 2027, with no clashes.
Eleven of the listed suburbs collect on Wednesday and five on Friday. Mitchell does not appear in the list at all.
Across all 119 ACT rows, the simple letter rule held for only 93 on 13 October. Twenty-four Monday suburbs had already had their pickup, so their next dates belong to the following week and the letter points the wrong way. An agent that trusts dates rather than letters stays right whatever day it is asked.
Collection data come from the ACT NOWaste suburb list on data.act.gov.au, licensed CC BY 4.0. The rules were expanded with python-dateutil 2.9.0; every check and count is our own. The data do not mention public holidays, so the agent says so instead of guessing changes.
The agent handles the question; the tool does the date arithmetic. That split is the lesson.
| Step | Learner task |
|---|---|
| 1 | Load the 16 Gungahlin rows and print the day, letter and three next dates. |
| 2 | Write rrule(WEEKLY) and rrule(WEEKLY, interval=2) generators anchored on the published dates. |
| 3 | Test the three checks above, then try the garbage-date shortcut and count failures. |
| 4 | Expose the tool to an agent and require it to quote the source date in every answer. |
Step 4 turns a calendar script into a trustworthy agent. The tool returns structured dates, and the agent may only phrase them, never compute them. Learners also export the rules as iCalendar text so a family can subscribe in a phone calendar, then compare two weeks of events with the published list.
Colour a calendar with alternating weeks and spot the pattern before coding it in blocks.
Build the rule tool in Python and connect it to an agent that explains its answer.
Use recurrence rules for rosters, reminders and maintenance schedules at work.
Local details from ACT Government open data.
The ACT artwork list records 131 pieces in Gungahlin suburbs, 87 of them sculptures, more artworks than any other Canberra district.
Of 100,434 public tree records in the district, 39,727 are labelled exotic and 32,886 native, the rest unlabelled.
ACT public schools run Term 3 from Tuesday 20 July to Friday 24 September 2027.
District used
Gungahlin is the ABS statistical area of about 91.9 square kilometres. We assign 17 named suburbs to it by testing ABS suburb outlines against that boundary.
Ages guide the start; the trial lesson confirms it.
Scratch projects with repeating events and timers.
Scratch Coding for KidsVibe Coding for KidsDates, loops and a realistic view of AI.
Python and AI for KidsAI Literacy for Kids (Ages 8 to 14)Tools, tests and agents that cite their data.
Codex & Claude Code for TeensAI Tools Course for Teens (13+)Generative AI and coding agents for real tasks.
Generative AI CourseCodex & Claude CodeBecause fortnight arithmetic is exactly where language models slip.
A model asked about bin day may confuse this week with next, or count fortnights from the wrong start, and answer fluently either way. The shortcut in our table is the kind of error it makes.
Gungahlin learners build agents that hand every calculation to a tested tool and quote the date it came from. That habit applies far beyond bins.
In our agent classes, the model talks and the tools compute. The longer argument is in is coding still worth learning in 2026.
Classes run on video, so learners join from home across the district.
Every lesson is live, with questions answered as code is written.
Lessons follow ACT school terms and stop for holidays.
A free lesson, then a short written plan.
Fifteen to twenty learners at a level, or private sessions.
Two lessons a week, about eight a month.
During daylight saving a 6pm Gungahlin lesson is 12:30pm in India.
Daylight saving
Canberra uses Sydney time in the IANA database, with daylight saving from 4 October 2026 to 4 April 2027, so the gap with India moves between five and a half and four and a half hours.
Every learner pays the same fees.
The first lesson is free, with a plan to follow.
Groups: around eight lessons monthly, fifteen to twenty learners.
Private: around eight lessons monthly with one teacher.
Fees are in US dollars and begin only after the trial has settled a course and weekly time. See the pricing page for holidays and missed lessons.
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Tell us the learner's age and interests. A child might colour an alternating-week calendar; a teenager might build the bin-day tool.
Questions Gungahlin families and adult learners ask.
The 2021 Census counted 87,682 people in the Gungahlin district, median age 32. The ABS estimate for 2025 is 94,130.
A compact description of a repeating event, such as every second Wednesday from a given date. Phone calendars use the iCalendar RRULE format.
Tools give the same correct result every time and can be tested. Language models can phrase answers well but slip on date arithmetic.
The published data do not say how holidays change collections, so the agent reports that rather than inventing changes.
Younger learners start with patterns and block code. Building agents usually begins in the teenage years.
In the ACT NOWaste list, 11 Gungahlin suburbs collect on Wednesday and 5 on Friday.
No. Lessons are live online only, we have no Australian office, and our listed phone number is Indian.
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.
By level and pace, fifteen to twenty learners, not by age or suburb. One-to-one lessons are there when no group time fits.
Yes. Adults study in adult groups or privately, often automating schedules at work.
Gungahlin belongs to our wider Canberra agents page and the ACT overview. Parents of younger children can start with coding for Canberra kids.