Welcome Course Map Budget and Safe AI Coding Habits

From Spec to PR Deliver a Feature with Clean Commits

Copilot Debug Sprint Legacy Rescue in a Python API

Risk Based Test Strategy Unit + Property Tests for Edge Cases

Docs That Match Reality Docstrings Architecture Note Mini Runbook

Copilot Free Limits Cost Control Coding That Still Ships

Refactor Safely Keep Public Contracts Stable with Contract Tests

Cursor Repo Wide Rename with Guardrails (Code Tests Docs)

Build a Data Contract Validator CLI (JSON Schema + Tests)

Surgical Performance Fix Find a Slow Path + Benchmark the Win

Dependency Risk Cleanup Replace a Risky Library the Safe Way

Cursor Agent Workflow From Spec to Shippable Change

Staff Level Diff Review Summary Risks Rollout Rollback Plan

Cursor Chat Modes + Model Picker Ask Plan Debug Agent

Mission Control Bug Triage Parallel Repro Root Cause Safe Fix

Multi Agent Delivery in One Repo Feature + Tests + Docs

Safe Terminal Permissions Get Work Done Without Risky Autonomy

Browser Assisted Coding with Allowlisting Verified Docs Only

Artifact Driven Code Review Requirements Tests Edge Cases Safety

UI Feature + Autocomplete + Browser Test in Antigravity

Local Serverless Handler Lambda Style Function + Tests + Logs

Amazon Q in VS Code Setup + Ask Implement Verify Loop

Java Upgrade Micro Transformation + Test Verification

Codebase Understanding Under Time Pressure Risks + Fix Plan

Quota Aware Automation Use 50 Requests Like a Pro

Release Notes Generator Parse Git History into Clean Notes

Idea to Working UI Previews Filters State and Validation

One Deploy Per Day Challenge Ship End to End with Smoke Tests

Runbook Automation Incident Checklist + Troubleshooting Script from Logs

Install OpenAI Codex in VS Code Sign In Controls and Safety

Webhook PR Rescue Fix Flaky Code Add Tests and Ship a Safe Patch

Final Project Brief Ship a Reliability Starter Kit (Practice Project)