Aminata Sidibe

Stop building features. Start building impact.

Are you building a feature factory? Learn to measure success by the impact you create, not the number of tickets you close.

Stop building features. Start building impact.
#1about 2 minutes

Why user needs should shape your architecture

Shifting focus from delivering more code to creating more value requires aligning architecture with user needs and business outcomes.

#2about 5 minutes

Understanding value through user behavior

The Ohio State University sidewalk example shows that real value emerges when systems adapt to how people actually use them, not based on planned assumptions.

#3about 5 minutes

The difference between useful and useless products

Good products solve real problems within the user's context, while bad products simply add functionality without relevance, creating complexity without value.

#4about 10 minutes

Escaping the build trap of the feature factory

The "build trap" measures success by output like features shipped instead of outcomes, a problem that AI can accelerate by helping build the wrong things faster.

#5about 6 minutes

Introducing outcome-driven architecture

Design systems around the impact they should enable by starting with observable outcomes, which changes the questions architecture needs to answer.

#6about 7 minutes

Building systems for learning and adaptation

Architecture should enable learning by making impact observable, supporting experiments with safe rollbacks, and optimizing for the reversibility of uncertain decisions.

#7about 7 minutes

Aligning process and culture around impact

Connect technical decisions to business assumptions, treat data as a feedback infrastructure, and make creating impact a shared responsibility across the entire team.

#8about 3 minutes

Shifting from a culture of delivery to learning

The ultimate goal is to move from shipping features and optimizing output to enabling outcomes, optimizing learning, and measuring real product impact.

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