{"api":{"name":"api.sb","description":"Business-as-Code surface for Startups.Studio","home":"https://api.sb","docs":"https://api.sb/docs","version":"1.0.0"},"$context":"https://api.sb/$context","$type":"FoundingHypothesis","$id":"https://api.sb/founding-hypotheses/fh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:software-developers-technical-design-document:t-operations:v1","lens":"HeadlessSaaS","type":"founding-hypothesis","click":{"rubricScores":{"C8_lensFit":1,"C7_magicLensFit":1,"C4_competitorHonesty":1,"C6_crossSlotCoherence":1,"C1_customerSpecificity":1,"C2_problemFrictionRealism":1,"C9_killCriteriaAttestability":1,"C3_approachEngineCoverability":1,"C5_differentiationLoservilleEscape":1},"upperRightLoserville":true},"cellRef":{"id":"work-contexts.org.ai/software-developers-technical-design-document","stableHash":"wcc:software-developers:technical-design-document:document:v1"},"problem":{"slotStatement":"Platform teams run ~120 TDDs and architecture reviews per month; ~28% ship with an unresolved interface-contract or migration-path gap, each costing 35–60 downstream rework hours plus at least one rolled-back release per quarter — and they cannot linearly add staff architects as feature volume scales past 40 reviews/week."},"approach":{"oneSentence":"A NetSuite- and Workday-integrated TDD review pipeline that reconciles each design section against an Architecture Review Board rubric, auto-routes edge cases (novel migrations, cross-service contract breaks) to a human staff-architect fallback, and emits a review-ready attestation record back into the change-management ticket, priced per-transaction-reviewed on annual contracts."},"customer":{"icpShape":"VP of Engineering Operations and Director of Platform Governance at $50M–$500M SaaS and fintech companies (200–2,000 engineers shipping 40+ features/quarter through a NetSuite- or Workday-backed change-management process), where the buyer is the VP of Engineering Operations and the daily user is the staff engineer authoring the TDD.","beachheadShape":"EarlyMajorityWorkflow: Series C–D SaaS platforms with a formal Architecture Review Board and >30 TDDs/month flowing through Confluence into a NetSuite-tracked change ledger."},"archetype":"startup-archetypes.org.ai/HeadlessSaaS-Subscription","beachhead":"EarlyMajorityWorkflow: Series C–D SaaS platforms with a formal Architecture Review Board and >30 TDDs/month flowing through Confluence into a NetSuite-tracked change ledger.","competitors":{"substitutes":[{"name":"UiPath Document Understanding + Autopilot for engineering workflows","category":"incumbent RPA"},{"name":"Automation Anywhere Document Automation","category":"incumbent RPA"},{"name":"NetSuite SuiteFlow native workflow module","category":"ERP-native automation"},{"name":"Accenture / Cognizant engineering-governance BPO pods","category":"human alternative (BPO outsourcing)"},{"name":"In-house Architecture Review Board running Confluence templates by hand","category":"status-quo"}]},"studioThesis":"T-OPERATIONS","killThreshold":{"K":8,"M":30,"N":7,"rubricItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence","C7_magicLensFit","C8_lensFit","C9_killCriteriaAttestability"],"verdictPolicy":"all-load-bearing-pass-and-overall-ge-X","loadBearingItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence","C9_killCriteriaAttestability"],"verdictPolicyVerbatim":"KILL unless every load-bearing rubric item passes per workbook AND overall pass-rate ≥ 7/9 (CASCADE.md §4 Stage 9 commit threshold)."},"lifecycleState":"Active","differentiation":{"twoByTwo":{"xAxis":"ERP/change-system integration depth (bolt-on PDF scraper ↔ native NetSuite + Workday change-ledger write-back with ARB rubric bound to the ticket)","yAxis":"TDD exception-handling rigor (bulk-approve-all ↔ per-section human-in-loop escalation with typed edge-case taxonomy: migration risk, contract break, SLA regression)","winningQuadrant":"native NetSuite/Workday write-back with typed per-section architect escalation producing a traceable review record inside the change ticket","loservilleEscape":true,"loservilleQuadrant":"UiPath Document Understanding doing bulk PDF classification of TDDs with no ERP write-back and a single approve/reject flag — the documented failure mode where reviews pass RPA but the change-ledger entry still lacks the migration-path section that causes the rollback"}},"unmetRequirements":[],"pricingArchitecture":"tiered"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Asoftware-developers-technical-design-document%3At-operations%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/software-developers-technical-design-document","thesis":"https://api.sb/v1/theses/T-OPERATIONS"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a05758b58ab54440","edgeLocation":"a05758b58ab54440","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Asoftware-developers-technical-design-document%3At-operations%3Av1/references"},"items":[]}}