My AI-Assisted Workflow

6 hours ago

Shift from code-first to writing-first to use AI effectively, emphasizing planning before coding to maintain clarity and intentionality.
Workflow starts with a free-form plan to articulate the problem, solution ideas, constraints, and uncertainties in plain language.
PRD (Product Requirements Document) is created via AI interview, capturing explicit details like problem statements, user stories, and out-of-scope items.
Issues are generated from the PRD using vertical slices that are end-to-end and demoable, classified as AFK (AI can implement) or HITL (human intervention needed).
Tasks are broken down from issues into single-session AI instructions, specifying actions like WRITE, TEST, or MIGRATE in dependency order.
Implementation uses fresh AI sessions per task to avoid context drift, with REVIEW tasks for human decisions and structured six-pass code reviews.
Final audit evaluates systemic issues across the feature, ensuring consistency and safety before deployment, with human approval required for changes.

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