Dev.to
7/8/2026

The original title is "From Prompts to Pipelines: How I Use Agentic Coding as an Engineering Workflow"
Original: From Prompts to Pipelines: How I Use Agentic Coding as an Engineering Workflow
Short summary
The author describes using po8rewq/agentic-skills to turn AI-assisted coding into a staged engineering workflow with requirements, architecture, implementation, checks, review, and PR creation. Each stage produces inspectable artifacts and the pipeline is resumable, shifting focus from prompt-chasing to evaluating concrete outputs. The tool separates orchestration logic from project-specific config, making the workflow sustainable across repositories.
- •Agentic-skills CLI structures AI coding into staged pipeline with artifacts at each step
- •Each stage (requirements, architecture, implementation, checks, review) produces verifiable output
- •Config supports provider aliases, gating rules, and resumable runs across projects
Generated with AI, which can make mistakes.
Is this a good recommendation for you?


