Complexity increases as demonstrated capability grows.
FirstTaskPRACTISE PERFORM PROGRESS STRUCTURED SKILL VERIFICATION · GUIDED PROJECT PRACTICE
Turn knowledge into verifiable proof of execution.
An AI-guided project environment where engineering students build production-shaped systems, demonstrate independent problem-solving, and generate reviewable capability reports.
Reviewable evidence Guarded mentorship Dual-score evaluation
MILESTONE 02 · IN PROGRESSPROJECT 01
Build against explicit acceptance criteria
Build the reservation path, validate the business rules, and make failure behavior explicit.
reservation-service.tsAssertion runner · 3/3 passing
01export async function reserve(request) {
02 validateWindow(request.start, request.end);
03 await ensureAvailability(request.resourceId);
04 return repository.create(request);
05}Mentor checkpoint“What must remain true if two reservation requests are processed concurrently?”
Quality and independence remain distinct.
Guidance protects ownership of the work.
Milestones, checks, explanations, and guidance stay connected.
THE EVALUATION ENGINEMeasure the result.
Measure the result.
Preserve the reasoning.
FirstTask connects project execution, guarded assistance, automated checks, and human-readable evidence without collapsing them into one opaque score.
Quality and independence remain separate.
Correctness, testing, clarity, and engineering decisions describe the output. Hint dependency, retries, and reasoning ownership describe how it was produced.
Socratic help, not answer delivery.
Conceptual prompts, failure-state questions, and milestone context support progress while finished solutions stay protected.
QUESTIONCONCEPTOWN SOLUTION
Progress follows evidence.
Each gate connects the submitted work, automated checks, technical explanation, and review outcome.
COMMITCHECKSUNLOCK
HOW FIRSTTASK WORKS
Four steps from knowledge to credible practice.
The journey is structured enough to keep progress clear and open enough for students to think, struggle, test, and improve in their own way.
- 01
Tell us what you know
Projects unlock from demonstrated knowledge—not from syllabus claims.
- 02
Build milestone by milestone
Work through real project decisions with a mentor that guides without completing the work for you.
- 03
Get evaluated honestly
Quality and independence are reviewed separately so strong work and genuine ownership remain visible.
- 04
Earn proof that evolves
Each completed project becomes honest practice proof and can grow as your skills develop.
THE FIVE-PROJECT JOURNEYNot five tutorials.
Not five tutorials.
Five chances to think like a builder.
Projects unlock in sequence as skills are demonstrated. Each one increases the depth, combination, and independence the work requires.
FOUNDATIONProject 01 / 05
Foundation & core system architecture
Turn a defined operational problem into a working service with explicit users, constraints, data boundaries, and acceptance criteria.
- Problem framing
- System boundaries
- Core implementation
THE BUILT-IN MENTOR
Guidance without the giveaway.
The FirstTask mentor helps students reason through a problem without taking ownership of the solution. It asks focused questions, points toward concepts, and notices repeated failure patterns—but never supplies finished answers.
- Asks before it tells
- Explains concepts, not final solutions
- Responds to the current milestone
- Records help used for honest evaluation
HONEST EVALUATION · ILLUSTRATIVE REPORT
Good work and independent work are not the same score.
A polished result can still depend heavily on guidance. FirstTask keeps output quality and student independence separate so the proof remains useful and fair.
QUALITY SCORE84
How strong is the result?
- Correctness
- Test coverage
- Code clarity
- Decision quality
INDEPENDENCE SCORE76
How independently was it built?
- Hints requested
- Retries and recovery
- Reasoning explained
- Ownership retained
PRACTICE PROOF
Project completed
Evidence includes the work, milestones, evaluation, and the level of guidance used.
Labelled honestly · Reviewable · Built to evolveSTAKEHOLDER VIEWSOne evidence model.
One evidence model.
Different operational needs.
Explore how FirstTask supports structured engineering practice across institutions, learning programs, and individual skill development.
Add execution evidence to engineering education.
Give departments a structured project layer with milestone reviews, transparent mentor usage, and cohort-level evidence that complements teaching and assessment.
- Milestone-based project delivery
- Academic-integrity guardrails
- Cohort progress visibility
SECURITY & INTEGRATION READINESS
Enterprise requirements stay explicit.
Security controls, data boundaries, retention, identity, and integrations are confirmed during pilot scoping. Readiness is not presented as completed certification.
Reviewable controls
Access roles, activity history, mentor policy, and evidence visibility are defined around the institution’s operating model.
Isolated execution design
Sandbox boundaries, encryption requirements, logging, and data retention are assessed before a production pilot.
Data-minimizing workflows
Collect only the learning and contact information required for the agreed use case, with reviewable retention expectations.
Integration scopeLMS and API connections are confirmed during institutional discovery.
- Canvas / LTI 1.3
- Blackboard
- Moodle
- GitHub
- Webhook / API export
TWO SIDES OF THE SAME STANDARDLearn the work.
Learn the work.
Then see the work operate.
INSTITUTIONAL & PROGRAM ENQUIRIESStandardize applied engineering practice.
Request a tailored walkthrough or discuss a bounded pilot for your next technical cohort.
Request platform demo