For human programmers
Effective Agents
Frame the task. Direct the work. Review the evidence. A guide to using coding agents with clear engineering judgment.
About the bookAn engineering practice, in progress
Better software begins with precise intent. Machina Practica connects the human judgment, agent workflows, and evidence that carry it into working systems.
Read the visionFor human programmers
Frame the task. Direct the work. Review the evidence. A guide to using coding agents with clear engineering judgment.
About the bookFor agents and their maintainers
Put instructions, boundaries, and verification close to the code. A practical method for repeatable, dependable agent work.
About the method bookProposed workflows guide one phase at a time: intent, domain, scaffold, design, planning, and delivery.
Explore the proposed methodFuture @machinapractica packages will extract field-tested implementation mechanics after their shared boundaries have been verified.
Read the package direction