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Sprint Plans

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This plan turns the PRD's v1 scope — founder-side search/booking/payment/review, mentor-side profile/availability/payout, and platform-side manual vetting/dispute handling — into a sprint-by- sprint build sequence a solo technical founder can execute directly, with an AI coding tool doing much of the line-level implementation. It assumes the recommended stack below, a 2-week sprint length, and a hard 4-month (17-18 week) ceiling to a public v1 launch. Nothing here invents scope beyond the PRD: no mobile app, no Structured Track package, no automated mentor-quality scoring. Where a task depends on a decision the founder hasn't made yet (e.g., which identity-verification vendor to use for mentor vetting), that's called out explicitly rather than silently assumed.

Executive summary

Sprint Overview & Assumptions

Team: one technical co-founder (former hardware PM, writing the code — likely with an AI coding tool such as Claude Code or Cursor doing a meaningful share of implementation) plus one part-time contract designer. No engineering co-founder, no QA hire, no dedicated DevOps. This shapes every sequencing decision below: nothing is scheduled that assumes a second engineer's parallel throughput, and every sprint budgets real founder-only hours, not a two-person team's combined hours.

Sprint length: 2 weeks. At a 4-month (roughly 17-18 week) timeline, that yields 8 sprints of 2 weeks each plus a half-sprint hardening/launch buffer (Sprint 8 is intentionally lighter). A 1-week sprint was considered and rejected: for a solo engineer context-switching between backend, frontend, and a marketplace payments integration, a 1-week cadence produces too much overhead in planning/review relative to actual build time, and a 2-week cadence gives enough room to land a vertical slice (e.g., "founders can complete a real booking") rather than partial horizontal layers.

Recommended tech stack (no strong founder preference stated, so recommended for a 2-person team that needs to move fast and will need marketplace payouts):

  • Next.js (App Router) + TypeScript for the web app — one codebase for the founder-side and mentor-side experiences (both are "logged-in web app" surfaces, not fundamentally different products), server components for read-heavy pages (search, profiles), and Vercel or a comparable platform for zero-ops deployment, which matters a great deal when there is no DevOps role.
  • PostgreSQL (via a managed provider — Neon, Supabase, or RDS) as the system of record. A marketplace's core entities (bookings, payouts, disputes) are inherently relational and need real transactions; this is not a data shape that benefits from a NoSQL store.
  • Prisma as the ORM, for schema-as-code migrations a solo founder can review and roll back confidently, and because its generated types pair well with an AI coding tool inferring correct query shapes from the schema file directly.
  • Stripe Connect (Express accounts) for mentor payouts and Stripe Checkout / Payment Intents for founder-side payment collection. This is the single highest-risk piece of technical/compliance surface in the whole build (see Risks & Mitigations) and is treated as its own sprint, not a bolt-on task inside a later sprint.
  • Auth.js (NextAuth) with email magic-link plus Google OAuth for both founder and mentor accounts — no custom password storage to build or secure.
  • Resend for transactional email (booking confirmations, payout notifications, dispute correspondence), Twilio deferred (SMS reminders are a nice-to-have, explicitly out of v1 scope per the PRD's own scope boundary).
  • Cloudinary or Vercel Blob for mentor profile photo/credential-document uploads.
  • Vitest + Playwright for automated testing — Playwright specifically because a marketplace's riskiest paths (booking → payment → payout) are end-to-end flows across two user roles, which unit tests alone can't meaningfully cover.

Assumptions made explicit because they shape sequencing:

  • The contract designer delivers Figma for a given sprint's screens one full sprint ahead of the engineering work that implements them — e.g., Sprint 3's mentor-search UI is designed during Sprint 2, so engineering never blocks on design mid-sprint. This is the single most important process assumption in this plan; without it, a solo engineer has nothing to build against on day one of a sprint.
  • The founder is the only engineer. Every task list below is sized against roughly 30-35 effective coding hours per 2-week sprint (accounting for founder time also spent on mentor recruitment, admin vetting, and general operating work that a solo founder can't delegate away).
  • Manual, founder-performed mentor vetting (per the PRD's explicit v1 scope: "manually vet new mentor applications") is treated as an operational process running in parallel with engineering from Sprint 1 onward, not a feature to build — the only engineering work it requires is an admin interface to review and approve/reject applications (Sprint 2) and a status field driving what a pending mentor sees (Sprint 2).
  • Stripe Connect's own onboarding review (Know Your Customer checks on mentor payout accounts) has turnaround time outside the founder's control — this plan front-loads Connect integration (Sprint 3) specifically so there's slack before payouts must work end-to-end for launch.
  • No automated mentor-quality scoring, no mobile app, and no Structured Track package appear anywhere in this plan, matching the PRD's explicit v1 exclusions. Session video/calling is assumed to be external (Zoom/Google Meet link shared at booking confirmation, not an embedded video product) — building a native video layer inside a 4-month solo-founder timeline would consume a disproportionate share of the budget for a feature that off-the-shelf tools already solve well.
Assumption

These are working assumptions to be pressure-tested, not confirmed outcomes.

Evidence-labelled section

Definition of Done

A sprint is done when every item below is true — not when the code merges, and not when it "looks right" in the founder's own local testing:

  • Every task-level item listed for that sprint is merged to the main branch and deployed to the staging environment, not sitting in an open, unmerged pull request.
  • The sprint's core flow is provably exercised in Stripe test mode where payments are involved — e.g. Sprint 3 is only done once a real Stripe test-mode card charge produces a real, correctly- split payout visible in the Stripe test dashboard; Sprint 4 is only done once a founder can complete a real Stripe test-mode payment end to end, from search through a confirmed, paid booking, in a single unbroken session with no manual database edits in between.
  • Automated tests exist and pass for the sprint's new API routes and critical UI flows — at minimum, unit tests for new server logic (e.g., the fee-split calculation, the timezone conversion) and, from Sprint 4 onward, at least one Playwright test per newly-completed end-to-end flow.
  • No TODO/placeholder logic remains in a path the Definition of Done above claims is working — e.g., a "mark as no-show" button that doesn't yet route to a real admin queue does not count as Sprint 5 being done; it means the no-show groundwork task is incomplete.
  • The designer's screens for that sprint are implemented pixel-reasonably (not pixel-perfect — a solo founder does not have the bandwidth for exhaustive design QA — but no obviously broken layout, no missing responsive behavior at common breakpoints, and no missing empty/loading/error state for anything the sprint's own scope introduces).
  • Every webhook consumed in that sprint (Stripe payment, Stripe Connect) has its signature verification tested against a real Stripe-generated test event, not only a hand-constructed mock payload.
  • A one-paragraph sprint-close note is written (timeline actually spent vs. planned, anything descoped or deferred, anything discovered that changes a later sprint's plan) — cheap to produce, and the only reliable way a solo founder catches slow scope drift before it compounds across 8 sprints.
Reasoned analysis

This synthesis is model-generated analysis, not an independently verified fact.

Risk

Risks & Mitigations

  • Scope creep from the founder's own hardware-industry conviction. A technical founder who deeply understands the DFM/certification problem space is at real risk of over-building the mentor-matching or expertise-taxonomy side of the product (e.g., adding a matching algorithm, or a much richer credential-verification flow) beyond what the PRD scopes, because it feels more "real" than plumbing work like Stripe Connect. Mitigation: the PRD's explicit v1 exclusions (no automated mentor-quality scoring, no Structured Track) are treated as hard sprint-boundary constraints in this plan, not aspirational notes — any mid-sprint feature idea outside the Milestone/Sprint Breakdown above goes into a backlog for a fast-follow release, not into the current sprint, full stop.
  • Stripe Connect's own onboarding, compliance, and refund-reversal complexity is genuinely hard and only partially within the founder's control. Express account KYC review times, edge cases in destination-charge refund reversal, and jurisdictional differences between US and Germany-based mentors (Stripe Connect's own supported-country and payout-currency rules differ by country) are real risks a solo founder with no prior payments-infrastructure experience can easily underestimate. Mitigation: Sprint 3 is scheduled early and treated as its own dedicated sprint specifically so a Stripe integration surprise (e.g., a mentor's country requiring additional verification steps) surfaces in month 1-2 with runway to resolve it, not in month 4 during launch week; Stripe's own test-mode tooling (test clocks, test bank accounts, the CLI's webhook-replay feature) is used throughout rather than only hand-written mocks, so integration bugs are caught against Stripe's real event shapes early.
  • Cold-start mentor supply before the product is ready to demonstrate to them. Retired engineers are, per the PRD's own target-user research, not reliably found through ordinary channels like LinkedIn search, and a marketplace with zero bookable mentors has nothing to show a founder-side user either. Mitigation: mentor sourcing (industry alumni associations, professional engineering societies, direct retiree-network outreach — the actual channel is a business decision outside this plan's engineering scope) runs in parallel with engineering starting in Sprint 1, not after Sprint 8; the manual vetting flow (Sprint 2) is deliberately simple specifically so it doesn't become its own bottleneck once real applications start arriving; and Sprint 8's soft launch is explicitly gated on having 5-10 real, fully onboarded mentors in hand before any public opening, rather than opening publicly on a fixed calendar date regardless of actual supply-side readiness.
  • Solo-founder bus-factor and burnout risk across a dense 4-month timeline with no engineering co-founder. Every sprint above assumes the founder personally ships 30-35 hours of coding work every two weeks on top of mentor recruitment, vetting, and general operating work — there is no slack for a multi-week illness, a distracting fundraising process, or simple underestimation compounding across 8 sprints. Mitigation: Sprint 8 is deliberately a lighter half-sprint that functions as schedule slack if any earlier sprint runs long; the sprint-close note required by the Definition of Done exists specifically to surface slippage after Sprint 2 or 3, while there is still enough runway to compress a later sprint's scope, rather than discovering the timeline has slipped only in month 4.
  • Legal/liability exposure between founders and mentors is a real gap this plan does not engineer around. Mentor advice on a certification or design decision that turns out to be wrong, or IP exposure during a session, is a genuine open question the PRD inherits from the underlying idea brief, and no engineering task in this plan resolves it. Mitigation: a Terms of Service and mentor independent-contractor agreement, reviewed by actual counsel (not drafted solo by the founder), is called out explicitly in Sprint 8 as a hard external dependency, not an engineering deliverable — and it blocks the soft launch, not just the public launch, since even a 5-10 mentor soft launch involves real paid sessions and real liability exposure.
  • Disintermediation risk (a founder and mentor take their second session off-platform to avoid the 20% fee) is a business-model risk, not a pure engineering one, but it does shape what gets built. Mitigation, reflected directly in this plan: reviews (Sprint 6) and payout/session history (Sprint 5) exist partly to make staying on-platform genuinely more valuable than a bare payment-processing relay — a mentor with a growing on-platform review history has a real incentive to keep booking through the platform rather than routing around it, which this plan treats as a reason reviews are scheduled before launch rather than deferred to a post-launch fast-follow.
Needs validation

These points rest on assumptions and need primary research before the plan relies on them.

Next action

What to do next

Reasoned analysis

Carry the confirmed points forward into the next spine phase as input, and treat the open questions above as the first things to test.

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