A developer shares insights from a year of using coding agents as their primary engineering partner for building a full-stack enterprise application. The key takeaway is that effective use of these agents shifts focus from prompt engineering to "context engineering," where curating the agent's understanding of the project's conventions and decisions is more impactful than crafting clever prompts. The author advocates for treating the agent as a new team member each session, maintaining a project "constitution" file that documents patterns, rejected approaches, and hard-won lessons to ensure consistent and high-quality output. AI
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IMPACT Shifts focus from prompt engineering to context curation for coding agents, potentially improving developer workflow.
RANK_REASON This is a personal opinion piece from a developer sharing their experience with coding agents, not a product release or research paper.
