Agentic Development, Part 4: Intent Harvesting and Pairbuilding
Intent harvesting: bringing AI into the living context of the company, where people and agents clarify what to build together.
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Notes on building production AI systems, leading technical teams, and learning through entrepreneurship.
Intent harvesting: bringing AI into the living context of the company, where people and agents clarify what to build together.
Read articleWhen agents can execute a complete software specification, developers take responsibility for the factory: intent, boundaries, operations, and quality.
Read articleTransformation does not come from pilots and polished demos. It comes from changing the conditions in which people work.
Read articleAgentic development needs shorter feedback loops, stronger specifications, safer architecture, and technical leadership focused on judgment.
Read articleAI makes individual developers dramatically faster. The new bottleneck is coordinating people, agents, context, and decisions.
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