EssayEngineering leadership
APEL: a lifecycle for agent-assisted engineering
Five phases that connect product intent, agent-assisted delivery, and human accountability.
FIELD NOTES · ESSAYS · TEACHINGS
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Ideas on building software and leading teams. Collected with curiosity, examined in practice, and shared to help the next conversation.
3 entries
TeachingAI & software delivery
Context engineering: give the work what it needs
Select the right knowledge, keep its authority clear, and improve it through evidence.
TeachingAI & software delivery
Spec-driven development: make intent testable
Connect the product outcome, the context an agent needs, and the evidence that a change works.
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