1
beginner · high
Audit matching with a measurable success threshold
For technical foundations, ship a sprint plan focused on matching. Success criteria must be tied to commission and support the section intent: de-risk implementation quality and measurement reliability. Target evidence: clear increase in completion rate on matching, verified through event-level analytics. Sprint-end decision: scale the feature across the full funnel. Guardrail: no additional technical debt. Main risk to control: supply-demand liquidity. Review rhythm: weekly. Align product and growth owners before implementation.
2
intermediate · medium
Document split payments while containing trust & safety
For technical foundations, ship a KPI dashboard focused on split payments. Success criteria must be tied to sponsored listings 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 split payments. If the signal is weak, keep current scope and optimize. Keep no mobile UX regression as a non-negotiable boundary while mitigating seller quality. Governance cadence: bi-weekly. Document a rollback trigger before release.
3
advanced · standard
Prioritize moderation to protect seller subscription
For technical foundations, ship a technical spec focused on moderation. Success criteria must be tied to seller subscription 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 moderation. Decision point: pause and reframe the hypothesis. Risk boundary: no sprint scope creep while containing trust & safety. Operating cadence: daily. Lock tracking definitions before coding starts.
4
beginner · high
Instrument reputation and document the go/no-go signal
For technical foundations, ship a QA protocol focused on reputation. 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 reputation. End-of-cycle call: deprioritize and reallocate resources. Never compromise no Core Web Vitals degradation even when pressure rises on operations. Cadence: end of sprint. Tie delivery scope to one explicit business hypothesis.
5
intermediate · medium
Optimize matching before widening sprint scope
For technical foundations, ship a release checklist focused on matching. Success criteria must be tied to commission and support the section intent: de-risk implementation quality and measurement reliability. Target evidence: KPI stability across two consecutive sprints on matching, 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 split payments to reduce execution variance
For technical foundations, ship a retro summary focused on split payments. Success criteria must be tied to sponsored listings 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 split payments. If the signal is weak, keep current scope and optimize. Keep no additional technical debt as a non-negotiable boundary while mitigating measurement quality. Governance cadence: bi-weekly. Align product and growth owners before implementation.