Measure And Improve Software Delivery

Overall organizational outcomes spanning profitability, productivity, market share, strategic objectives, customer satisfaction, and return on investment. (Scale culture, capability, and business outcomes.)

started 0 · finished 0 (claimed) · not yet measured (verified) · no data (n<5)

Derived from: Measure And Improve Software DeliveryT1

Ordered tasks (30) — this is what a project auto-creates

#1Testability & Test StrategyHighTo Do
Design systems and tests so behavior can be verified quickly and deterministically, and why the shape of your test suite matters. You get the design choices that make tests fast, reliable, and owned by developers.
Assignee: Unassigned · due 0 days after project start · takes 14 days
#2Code Size & ComplexityMediumTo Do
How size, control-flow complexity, and structure make code fault-prone and hard to change. You get how complexity feeds technical debt and moderates whether the system stays maintainable.
Assignee: Unassigned · due 14 days after project start · takes 7 days
#3Prompt & Context EngineeringMediumTo Do
Steering LLM behavior through prompt design, context grounding, exemplars, reasoning elicitation, structured output, and model selection. You get how these choices govern both output quality and runtime performance.
Assignee: Unassigned · due 21 days after project start · takes 7 days
#4Engineering Skill & Language ProficiencyMediumTo Do
Address how fluency with your specific languages, tools, and object models compounds into productivity, and how to develop it deliberately.
Assignee: Unassigned · due 28 days after project start · takes 7 days
#5Continuous Delivery & Deployment AutomationHighTo Do
How automated pipelines, trunk-based development, and test automation combine into the capability to ship changes on demand. You get the practices that make deployment a non-event rather than a scheduled crisis.
Assignee: Unassigned · due 35 days after project start · takes 14 days
#6Loosely Coupled / Modular ArchitectureHighTo Do
How architectural boundaries — well-encapsulated modules or services with minimal cyclic dependencies — let teams test and deploy their piece independently. You get the criteria that distinguish genuine decoupling from cosmetic decomposition.
Assignee: Unassigned · due 49 days after project start · takes 14 days
#7Shared Domain Understanding & Model IntegrityHighTo Do
Focus on about building a coherent domain model and shared language so the team understands the problem the same way the code expresses it. You get how ubiquitous language and model integrity reduce miscommunication and rework.
Assignee: Unassigned · due 63 days after project start · takes 14 days
#8Data & Consistency IntegrityHighTo Do
Keeping data and state accurate through invariant enforcement, correct transaction and aggregate boundaries, and the right constraints. You get where to place consistency guarantees so correctness survives concurrency and failure.
Assignee: Unassigned · due 77 days after project start · takes 14 days
#9AI Output Quality & ReliabilityMediumTo Do
Treat LLM output quality as a measurable engineering property rather than a vibe, covering correctness, format compliance, and drift over time.
Assignee: Unassigned · due 91 days after project start · takes 7 days
#10Data & Query Modeling QualityMediumTo Do
The modeling decisions — schema, indexing, denormalization, query design — that quietly determine whether your system stays fast and correct at scale.
Assignee: Unassigned · due 98 days after project start · takes 7 days
#11Software Delivery PerformanceHighTo Do
Define the four measures — deployment frequency, lead time for changes, change fail rate, and time to restore — that together capture your team's tempo and stability. You get how to interpret them as a set rather than cherry-pick one.
Assignee: Unassigned · due 105 days after project start · takes 14 days
#12Maintainability & EvolvabilityHighTo Do
Address how easily your system can be understood, changed, and extended over years without quality or speed decay. You get the leading indicators that maintenance cost is staying flat rather than compounding.
Assignee: Unassigned · due 119 days after project start · takes 14 days
#13Developer Cognitive LoadHighTo Do
Address the mental effort your platform, tooling, and domain complexity impose on developers beyond the actual problem they're solving. You get how to distinguish load that's inherent from load that's accidental and removable.
Assignee: Unassigned · due 133 days after project start · takes 14 days
#14Team Autonomy & EmpowermentHighTo Do
Giving teams the freedom, capability, and end-to-end ownership to deliver without waiting on other teams. You get the conditions that make autonomy productive rather than chaotic.
Assignee: Unassigned · due 147 days after project start · takes 14 days
#15Lean Management & Continuous MeasurementHighTo Do
The management practices — WIP limits, visual work displays, monitoring-informed decisions, and continuous automated metrics — that turn improvement into a routine rather than a project. You get how to measure in a way that drives change instead of decorating dashboards.
Assignee: Unassigned · due 161 days after project start · takes 14 days
#16Experimentation & Lean Product DevelopmentHighTo Do
Running product as a series of small, cheap experiments with fast customer feedback and the freedom to discard what doesn't work. You get how the technical capability to experiment safely shapes what product bets you can afford.
Assignee: Unassigned · due 175 days after project start · takes 14 days
#17Developer / Team ProductivityMediumTo Do
Productivity as friction removed and meaningful work enabled, not lines or tickets counted. You get its real inputs—cognitive load, skill, lean experimentation—and how it feeds organizational scalability.
Assignee: Unassigned · due 189 days after project start · takes 7 days
#18System Reliability & RobustnessHighTo Do
The probability that systems run without failure under real conditions, and the architectural and data-quality choices that produce it. You get why reliability is a direct business-outcome driver, not just an ops concern.
Assignee: Unassigned · due 196 days after project start · takes 14 days
#19Performance & ScalabilityMediumTo Do
End-to-end runtime speed, resource efficiency, and behavior under load across queries, pipelines, and applications. You get the two dominant levers—data/query modeling and prompt/context design—and how to reason about them.
Assignee: Unassigned · due 210 days after project start · takes 7 days
#20Technical Debt & Structural ErosionLowTo Do
Treats technical debt as accumulated cyclic dependencies, architectural violations, and design decay that raise the cost of every change. You get why lean measurement contains it and how code complexity feeds it.
Assignee: Unassigned · due 217 days after project start · takes 3 days
#21User Trust, Safety & AdoptionMediumTo Do
How trust and safety translate into sustained adoption, and which observable controls actually move a user's willingness to keep relying on a tool.
Assignee: Unassigned · due 220 days after project start · takes 7 days
#22Estimation Accuracy & Project PredictabilityLowTo Do
Apply a working method for producing estimates that hold up, using historical throughput and decomposition rather than optimism.
Assignee: Unassigned · due 227 days after project start · takes 3 days
#23Generative Organizational CultureHighTo Do
Where your organization sits on the pathological-bureaucratic-generative continuum — how information flows, how failure is treated, and whether novelty is welcomed. You get the culture markers that predict delivery performance and how to shift them.
Assignee: Unassigned · due 230 days after project start · takes 14 days
#24Leadership Style & SponsorshipMediumTo Do
Shows how leadership behavior and active sponsorship translate into either a generative culture and delivery gains or into exhaustion and attrition. You get the levers that matter and how technical credibility factors in.
Assignee: Unassigned · due 244 days after project start · takes 7 days
#25Burnout & Work StressMediumTo Do
Treats burnout as a measurable delivery risk driven largely by deployment pain and overwork, and shows how it degrades the very performance leaders are chasing. You get the signals to track and the structural fixes.
Assignee: Unassigned · due 251 days after project start · takes 7 days
#26Motivation, Trust & Job SatisfactionMediumTo Do
The internal states—intrinsic motivation, trust in management, and satisfaction with tools and meaningful work—that determine whether people give discretionary effort. You get how measurement choices can build or corrode them.
Assignee: Unassigned · due 258 days after project start · takes 7 days
#27Organizational & Business OutcomesHighTo Do
Focus on the destination: profitability, productivity, market share, customer satisfaction, and ROI that delivery improvement is ultimately meant to move. You get how to connect delivery work to outcomes without letting measurement distort them.
Assignee: Unassigned · due 265 days after project start · takes 14 days
#28Organizational Agility & ScalabilityMediumTo Do
Address whether you can add people, projects, and use cases without coordination overhead swamping your speed. You get the practices—autonomy, federated data governance, productivity—that let organizations grow without seizing up.
Assignee: Unassigned · due 279 days after project start · takes 7 days
#29Data-as-Product & Federated GovernanceLowTo Do
Treating domain data as a product—with owners and usability attributes—served through self-serve platforms under federated governance. You get how this balance of autonomy and interoperability enables scalable data use.
Assignee: Unassigned · due 286 days after project start · takes 3 days
#30Measurement Validity & GamingLowTo Do
Judge whether your metric set actually measures delivery and whether publishing it will corrupt the behavior it measures.
Assignee: Unassigned · due 289 days after project start · takes 3 days