Technical Stack Selection

Make technology decisions for every capability your product needs — starting with what you already have, then evaluating what fits, then deciding what to build.

Position in workflow: v0.5 Risk Discovery Interview → v0.5 Technical Stack Selection → v0.6 Architecture Design

Consumes

This skill requires prior work from v0.3-v0.5:

• FEA-* feature entries (from v0.3 Features Value Planning) — Every feature translates to technical capability requirements; derives which capability areas need technology decisions
• SCR-* screen entries (from v0.4 Screen Flow Definition) — Screen count and component complexity informs frontend technology needs; DES- components reveal design system constraints
• RISK-* risk entries (from v0.5 Risk Discovery Interview) — RISK- constraints directly affect technology choices (RISK-003: latency → choose edge hosting; RISK-004: compliance → choose HIPAA-ready provider)
• Existing TECH-* entries (from prior products if brownfield) — If product family exists, inherited technology decisions constrain new choices
• Product family information (from user discovery if brownfield) — Shared infrastructure, existing databases, established frameworks narrow the evaluation space

This skill assumes v0.5 Risk Discovery Interview is complete and FEA-/SCR-/RISK- entries provide the constraint foundation.

Produces

This skill creates/updates:

• TECH-* entries (technology decisions, decision type + rationale) — Decisions for each capability area with categories (Reuse/Extend/New/Replace), options considered, choice made, and rationale tied to FEA-/RISK- constraints
• Risk-to-Technology mapping table — Validation showing every RISK- entry has corresponding TECH- response or explicit acceptance
• Technical feasibility artifact — Confidence assessment on whether technology choices support feature MVP-SCOPE and risk mitigations

All TECH- entries should include:

• Decision Category: Reuse/Extend/New/Replace/Build/Buy/Integrate/Research
• Features Served: FEA-XXX references (every TECH- must serve at least one feature)
• Risk Constraints: RISK-XXX references (if any risks constrain this decision)
• Rationale: Why this choice; trade-offs considered
• Cost Assessment: Current stage cost AND 10x scale cost for Buy decisions (MVP stage: prioritize speed and quality, not optimization)

Example TECH- entry (Buy decision with RISK constraint):

TECH-003: Authentication & Authorization
Decision Category: Buy (managed service)
Features Served: FEA-010 (user auth), FEA-020 (role-based access control) — both in MVP-SCOPE
Risk Constraints: RISK-005 (security: we have no in-house security expertise), RISK-008 (compliance: need SOC2 certification path)

Choice: Clerk (platform auth)
Rationale:
  - Reduces security surface (RISK-005 mitigation: no password storage, no token handling)
  - Provides SOC2 compliance path (RISK-008 mitigation)
  - Includes MFA, passwordless, social login; UI handles all FEA-010 requirements without build
  - 30 day free tier; $25–$500/mo at growth stage (acceptable for MVP runway)

Trade-offs:
  - Plus: Zero auth code to maintain; future-proofs as compliance requirements evolve
  - Minus: Vendor lock-in; customer data in Clerk's tables (acceptable for SMB stage)

Cost:
  - MVP stage (0–10k users): ~$50–200/mo (free tier covers launch)
  - 10x scale (100k users): ~$500–2000/mo (still cheaper than building in-house team)

Product Family Notes: If sibling products exist, Clerk can SSO across them using shared realm config (document in shared infrastructure EPIC)

Alternatives Considered:
  - Firebase Auth: Similar, but tighter Google lock-in and slightly higher cost at scale
  - Auth0: Too expensive for MVP stage; better for enterprise products
  - Build custom: Rejected — RISK-005 says we lack in-house security expertise; not a differentiator

Next Step: If TECH-005 (Research: custom data encryption) decides to build, reconsider Auth0 for compliance sync

Example TECH- entry (Reuse decision from brownfield):

TECH-001: Frontend Framework
Decision Category: Reuse
Features Served: FEA-006 (dashboard), FEA-007 (reports), all screen components — every UI in MVP-SCOPE
Risk Constraints: None (no frontend risk identified)

Existing Asset: React + Next.js (running in sibling product since 2023)
Rationale:
  - Already deployed, proven stable at 50k users
  - Team expertise established; no learning curve
  - Incremental cost: just new feature builds, no framework evaluation/migration risk
  - Shared component library available (DES-001–005 can import existing primitives)

Cost: $0 incremental (infrastructure already paid)

Product Family Notes: Share component library and auth context across products using monorepo structure (document in shared infrastructure EPIC)

Workflow Overview

1. Discover Existing Assets → Read SOT or interview user for current tech stack
2. Categorize Layers → Reuse / Extend / New / Replace for each capability
3. Evaluate Vendor Fit → Check vendor options for New/Replace layers (if constraints exist)
4. Evaluate Alternatives → Research non-vendor options where gaps exist
5. Check Product Family → Shared infrastructure, component reuse, cross-product UX
6. Create TECH- Entries → Write entries using standard or reuse template
7. Map to Risks → Cross-reference every TECH- entry with RISK- constraints

Decision Categories

Evaluation order: Reuse → Vendor-fit → Non-vendor alternatives → Build custom. Default to Buy for everything that isn't a core differentiator.

Decision Framework

Strong Reuse signals:

• "We already run this for [sibling product]"
• "The team already operates and understands this"
• "Switching would cost more than keeping"

Strong Build signals:

• "This is why users choose us over competitors"
• "No existing solution fits our specific need"
• "We need to change this weekly based on learning"

Strong Buy signals:

• "Every product needs this"
• "Multiple proven solutions exist"
• "We'd just be recreating what vendors already built"

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Step 1: Discover Existing Assets

Adaptive approach: Check SOT first, then fill gaps with user interview.

If TECH- entries exist in SoT.TECHNICAL_DECISIONS.md: Read existing entries. Present a summary to the user: "I found these existing technology decisions: [list]. Are these still current? Any changes since these were documented?"

If SOT is empty (first time running this skill): Interview the user with these discovery questions:

1. "Does an existing product family exist with established technology choices?"

   • If YES → Load references/brownfield.md for asset discovery workflow
   • If NO → Proceed to Step 2 with all layers marked as "New"

2. "What is the current tech stack?" (ask per area)

   • Frontend framework and hosting
   • Backend language/framework
   • Authentication system
   • Database(s)
   • Cloud provider and infrastructure
   • CI/CD pipeline
   • Observability/monitoring tools

3. "Are there vendor constraints (e.g., must use AWS, Azure, or another preferred platform)?"

   • If YES → Load the relevant vendor reference if available
   • If NO → Proceed with open evaluation

4. "Is this a regulated industry (healthcare, finance, government)?"

   • If YES → Note compliance requirements as constraints on all technology choices

Discovery Output

Create a summary table:

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Step 2: Categorize Layers

For each capability required by FEA- and RISK- entries, categorize:

Derive capability areas from upstream IDs, not a fixed list. Read FEA- entries and ask: "What technical capability does this feature require?" Read RISK- entries and ask: "Does this risk constrain or require a specific technology?"

Do not walk a generic layer checklist. Every capability area should trace to at least one FEA- or RISK- entry.

Reference Technology Layers

For context, here are common technology layers in modern products:

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Step 3: Evaluate Vendor Fit

For each "New" or "Replace" layer from Step 2:

1. If your team has vendor constraints (AWS-only, Azure-first, etc.), check if the preferred vendor has a product for this capability
2. Evaluate fit, compliance status, and cost
3. If vendor product fits → create TECH- entry with Category: Buy
4. If vendor product has poor fit or gaps → proceed to Step 4

Evaluation criteria for vendor products (or any Buy option):

If your team has vendor constraints: Create or load a vendor catalog reference that maps capability areas to vendor products and notes compliance certifications (e.g., HIPAA, SOC2, FedRAMP). Use assets/evaluation-scorecard.md for structured comparison when multiple options exist.

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Step 4: Evaluate Alternatives

For layers where vendor options don't exist or have poor fit:

1. Research 2-3 non-vendor alternatives
2. Score against the same criteria from Step 3
3. If a clear winner exists → create TECH- entry with decision
4. If high uncertainty → create TECH- entry with Category: Research, including evaluation criteria and deadline

For Research items, define:

• What must be learned before deciding
• How to evaluate (specific metrics, benchmarks, POC scope)
• Decision deadline (tied to a WAVE or milestone)

Use assets/evaluation-scorecard.md for structured scoring when comparing options.

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Step 5: Check Product Family

Only if sibling products were discovered in Step 1. Skip for solo/greenfield products.

Lightweight checklist:

• Shared infrastructure? Will this product share clusters, databases, or services with siblings?
• Component reuse? Can UI components, API patterns, or operational tooling be shared?
• Cross-product UX? Should customers using multiple products have SSO or unified experience?
• Shared vs. separate instances? For each reused service, should it be the same deployment (separate namespace/realm) or a dedicated instance?

Document answers in relevant TECH- entries under "Product Family Notes."

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Step 6: Create TECH- Entries

For each technology decision, create a TECH- entry using the appropriate template:

• Reuse/Extend: Use assets/tech-reuse.md (lighter template)
• Replace/Build/Buy/Integrate/Research: Use assets/tech.md (standard template)

Mandatory fields for every TECH- entry:

• Features Served (FEA-XXX references)
• Risk Constraints (RISK-XXX references)
• Rationale (why this choice, not just what)
• Cost (at current AND 10x scale for Buy decisions)

All TECH- entries are written to SoT.TECHNICAL_DECISIONS.md. The skill produces entries; the SoT stores them.

See references/examples.md for 3 filled examples (Reuse, Buy, Research).

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Step 7: Map to Risks

Cross-reference every TECH- entry with RISK- constraints:

1. For each RISK- entry, verify at least one TECH- entry addresses it
2. For each TECH- entry, verify it doesn't introduce new unmitigated risks
3. Document the mapping in a summary table:

If a RISK- entry has no corresponding TECH- response, flag it as an unmitigated risk requiring attention before proceeding to v0.6.

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Quality Gates

Before proceeding to v0.6 Architecture Design:

• All capability areas addressed (or explicitly N/A with rationale)
• Every TECH- entry cross-references FEA- and RISK- IDs it serves
• Build decisions justified as core differentiators
• Buy decisions have realistic cost estimates for your current stage (MVP vs. scaling phase)
• Cost decisions prioritize speed-to-market and quality experience for MVP (not premature optimization)
• Research items have clear evaluation criteria and deadlines
• RISK- constraints from v0.5 Risk Discovery reflected in choices
• No vendor lock-in without explicit acknowledgment
• All TECH- entries written to SoT.TECHNICAL_DECISIONS.md
• Existing assets cataloged before new evaluations (brownfield check)

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Anti-Patterns to Avoid

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Bundled Resources

• references/brownfield.md — Existing product family discovery workflow. Load when user confirms existing products share infrastructure.

• references/examples.md — Completed TECH- entry examples (Reuse, Buy, Research). Load when producing TECH- entries to match format and depth.

• assets/tech.md — Standard TECH- entry template for Replace/Build/Buy/Integrate/Research.

• assets/tech-reuse.md — Lighter TECH- entry template for Reuse/Extend decisions.

• assets/evaluation-scorecard.md — Weighted scorecard for comparing Buy/Integrate options.

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Downstream Connections

Handoff

TECH- entries are complete when all quality gates pass. Next stage: v0.6 Architecture Design (downstream ownership). The downstream consumer should be able to start architecture work using only TECH- entries + upstream SoT files — no re-research needed.