1
beginner · high
Audit checkout with a measurable success threshold
For technical foundations, ship a sprint plan focused on checkout. Success criteria must be tied to direct sales and support the section intent: de-risk implementation quality and measurement reliability. Target evidence: clear increase in completion rate on checkout, verified through event-level analytics. Sprint-end decision: scale the feature across the full funnel. Guardrail: no additional technical debt. Main risk to control: cart abandonment. Review rhythm: weekly. Align product and growth owners before implementation.
2
intermediate · medium
Document retention while containing low retention
For technical foundations, ship a KPI dashboard focused on retention. Success criteria must be tied to premium subscription and support the section intent: de-risk implementation quality and measurement reliability. Validate with session recordings and look for fewer frictions reported by support on retention. If the signal is weak, keep current scope and optimize. Keep no mobile UX regression as a non-negotiable boundary while mitigating high CAC. Governance cadence: bi-weekly. Document a rollback trigger before release.
3
advanced · standard
Prioritize catalog to protect marketplace commission
For technical foundations, ship a technical spec focused on catalog. Success criteria must be tied to marketplace commission and support the section intent: de-risk implementation quality and measurement reliability. Build confidence using support ticket clustering. Success signal: measurable conversion rate uplift around catalog. Decision point: pause and reframe the hypothesis. Risk boundary: no sprint scope creep while containing low retention. Operating cadence: daily. Lock tracking definitions before coding starts.
4
beginner · high
Instrument mobile payments and document the go/no-go signal
For technical foundations, ship a QA protocol focused on mobile payments. Success criteria must be tied to pricing validation and support the section intent: de-risk implementation quality and measurement reliability. Capture proof in weekly cohort dashboards; expected outcome is shorter time between funnel steps on mobile payments. End-of-cycle call: deprioritize and reallocate resources. Never compromise no Core Web Vitals degradation even when pressure rises on complex logistics. Cadence: end of sprint. Tie delivery scope to one explicit business hypothesis.
5
intermediate · medium
Optimize checkout before widening sprint scope
For technical foundations, ship a release checklist focused on checkout. Success criteria must be tied to direct sales and support the section intent: de-risk implementation quality and measurement reliability. Target evidence: KPI stability across two consecutive sprints on checkout, verified through sales call notes. Sprint-end decision: scale the feature across the full funnel. Guardrail: no drop in lead quality. Main risk to control: product prioritization. Review rhythm: weekly. Review dependency risk with engineering before commitment.
6
advanced · standard
Standardize retention to reduce execution variance
For technical foundations, ship a retro summary focused on retention. Success criteria must be tied to premium subscription and support the section intent: de-risk implementation quality and measurement reliability. Validate with customer interviews and look for clear increase in completion rate on retention. If the signal is weak, keep current scope and optimize. Keep no additional technical debt as a non-negotiable boundary while mitigating B2B enterprise. Governance cadence: bi-weekly. Align product and growth owners before implementation.