Day 01
20 mins
Day 1: Structured Prompting & Output Contracts
Validated JSON prompt template for customer support triage.
Structured Sprints & Peer Accountability
Consistent Weekly Momentum Through Guided Sprints.
Busy professionals learn best when complex subjects are broken into focused daily milestones and supported by a small group of peers.
7-Day AI Sprint
Seven 20-minute daily missions to build a working AI workflow.
Each day focuses on one practical building block, ending with a complete mini-project recorded on your Skill Passport.
Day 02
20 mins
Day 2: Document Chunking & Source Citations
Retrieval workflow that cites exact policy paragraphs.
Day 03
20 mins
Day 3: Tool Use & Function Routing
Schema routing queries between inventory, billing, and human handoff.
Day 04
20 mins
Day 4: Automated Data Enrichment Pipeline
End-to-end webhook workflow categorising incoming requests.
Day 05
20 mins
Day 5: Input Validation & Prompt Guardrails
Guardrail rules preventing off-policy responses.
Day 06
20 mins
Day 6: Latency & Cost Profiling
Comparison sheet optimising response speed and model cost.
Day 07
25 mins
Day 7: Complete & Publish Your Working AI Workflow
Working mini-project added to your Skill Passport with a Sprint Completion Badge.
Peer Learning Groups
Small 4-to-6 person study groups built for accountability.
Working through a demanding technical programme alone can feel isolating. In Webdrills cohorts and sprints, learners are matched into small Peer Learning Groups that meet once a week to review progress and discuss lab solutions.
- Matched by domain track and weekly availability.
- Structured weekly check-in agenda and peer code review guidelines.
- Recognition is earned strictly through completed project milestones, never referral spam.
Campus Programme
Structured practice sprints for engineering and management campuses.
We partner with university departments and student technical societies to host guided weekend sprints, project reviews, and faculty-supported workshops.
- Hands-on workshops in AI engineering, analytical SQL, and full-stack development.
- Project rubrics evaluated on code quality and documentation.
- Delivered in coordination with faculty advisors and placement cells.
Weekly Practice Challenges
Focused 45-minute problem-solving exercises.
Optional weekly case studies for practitioners who want to sharpen debugging, SQL, and architecture skills.
AI & Applied Engineering · 45-Minute Timed Practice
Customer Support Retrieval & Citation Challenge
Evaluate a retrieval pipeline against 30 edge-case support questions while maintaining citation accuracy and response speed.
Data & Decision Analytics · 45-Minute Timed Practice
Payment Reconciliation & Anomaly Detection in SQL
Identify duplicate webhook charges and settlement delays across a sample ledger using pure analytical SQL.
Product Design & UX · 45-Minute Timed Practice
Design System Contrast & Token Refactor
Audit a multi-panel interface for contrast defects and refactor hard-coded styles into semantic surface variables.
Institutional & Cohort Sprints
Bring a 7-Day AI Sprint to your organisation or campus.
Contact our partnerships team to organise a private sprint for your engineering team or university department.