Bundle catalog

Application of Extreme Programming values and practices to iterative software delivery, feedback, engineering quality, and team governance.

Solves: Apply a named framework without inventing inputs, applicability, calculations, classifications, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Use of Brian Balfour's market, product, channel, and model fit framework for growth-system diagnosis and experimentation.

Solves: Apply a named framework without inventing inputs, applicability, calculations, classifications, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Use of pressure, opportunity, and rationalization as risk concepts without inferring fraud, intent, or individual culpability.

Solves: Apply a named framework without inventing inputs, applicability, calculations, classifications, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Application of Maxime Beauchemin's functional approach to deterministic, idempotent, immutable, partition-oriented batch data processing.

Solves: Apply a named framework without inventing inputs, applicability, calculations, classifications, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Current-source guidance for applying the GAO Yellow Book's ethical principles, independence, competence, quality management, fieldwork, evidence, and reporting standards.

Solves: Apply a named framework without inventing inputs, applicability, calculations, classifications, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Review of Vincent Driessen's branching model, its release-oriented workflow, and its stated limitations for continuous delivery.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Evidence-aware design and review of structured interviewing using job-related rubrics, consistent questions, interviewer evidence, and hiring governance.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Growth modeling across acquisition, conversion, retention, unit economics, and referral assumptions with verified definitions and sensitivity analysis.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Implementation of a rapid growth-experiment cadence with hypothesis, prioritization, consent, instrumentation, analysis, learning, and governance controls.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Use of happiness, engagement, adoption, retention, and task-success goals, signals, and metrics for user-experience measurement.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

And ethics-aware review of trigger, action, variable reward, and investment loops in product behavior design.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Prioritization using impact, confidence, and ease estimates with explicit definitions, evidence, uncertainty, and sensitivity review.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Customer-experience and growth planning across attract, engage, and delight motions without inventing a frictionless or self-reinforcing system.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Application of HubSpot's identify, connect, explore, and advise sales methodology with customer, consent, claim, and authority controls.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Planning for a top-down enterprise data warehouse and associated operational, integration, departmental, and metadata components.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Current-source guidance for the IFRS Foundation's Integrated Reporting Framework, including value creation and the six-capitals model.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Incident prioritization using locally defined impact and urgency criteria without presenting a universal proprietary ITIL matrix.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Application of Kanban principles and practices to visualize work, limit work in progress, manage flow, establish policies, feedback, and improvement.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Review of Jay Kreps's stream-processing alternative to dual batch and speed layers, with replay, state, correctness, and operations controls.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Instructional design using attention, relevance, confidence, and satisfaction as motivation-design categories rather than inferred learner traits.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Instructional planning across experience, reflection, conceptualization, and experimentation without treating learning styles as fixed traits.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Architecture planning for systems that combine data-lake storage with data-warehouse management and analytics capabilities.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Enterprise growth planning from an initial bounded adoption to evidence-based expansion across users, teams, use cases, or products.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.

Application of the LeSS framework to multi-team product development, organizational design, roles, events, artifacts, and adoption experiments.

Solves: Apply a named framework without inventing inputs, applicability, classifications, calculations, or outcomes.; Produce a reviewable decision artifact with explicit evidence, assumptions, alternatives, validation, and authority boundaries.