Protocol: WP-01 / Type: Methodology
An integrated framework for industrial-grade systems. Moving from observation to verified artifacts through deterministic project discipline and governed AI engineering.
Observe & Frame → Decompose & Plan → Design & Implement → Verify & MaintainWorking premise
The workshop makes product, project, and technical assumptions visible before they become expensive. Each phase produces durable artifacts that constrain the next: evidence, boundaries, dependency models, executable plans, and verification records.
Every product begins with a cold-eyed assessment of market and user needs. Jobs-to-be-Done, product boundaries, disconfirming evidence, and failure analysis establish where model judgment creates utility and where deterministic logic must retain authority.
Complexity is managed through decomposition. Critical Path Method models dependencies, slack, bottlenecks, and lock-aware parallel work so both human and agentic collaborators operate against an executable plan.
Architecture is designed with explicit failure boundaries, versioned contracts, modular kernels, and policy-gated state machines. Model reasoning is separated from authoritative tool execution.
The pipeline concludes with evidence: product validation, threat models, test results, model evaluations, release readiness, and continuous observation of quality, latency, cost, and drift.
Applied tooling
Praxec cognitive architectures and deterministic MCP tools—including CPM planning, elicitation, FMECA, cross-matrix analysis, and scientific process—bring the same discipline into agentic engineering workflows.
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