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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Problem Resolution Plan Template ## Purpose Define the process for tracking, analyzing, and resolving defects, change requests, and other issues throughout the project. ## Ownership & Collaboration - Document Owner: Configuration Manager - Contributor Roles: Project Manager, Test Engineer, Requirements Reviewer - Automation Inputs: Defect workflow, SLA commitments, tooling setup - Automation Outputs: `problem-resolution-plan.md` describing sections 1–12 ## Completion Checklist - Problem lifecycle states and transitions defined - Roles, SLAs, and escalation paths documented - Tooling, reporting, and closure criteria established ## Document Sections 1. **Introduction** - Purpose, scope, and links to related management documents. 2. **Problem Classification** - Define categories (defect, change request, task, risk) and severity/priority scales. 3. **Workflow Overview** - Describe lifecycle states (e.g., New, Triaged, In Progress, Resolved, Closed) with transition rules. 4. **Roles and Responsibilities** - Assign responsibilities for triage, resolution, verification, and approval. 5. **Submission Guidelines** - Outline required information for new problems, templates, and tooling. 6. **Triage and Prioritization** - Detail evaluation criteria, service levels, and decision authority. 7. **Resolution Process** - Explain how problems are assigned, tracked, and verified. 8. **Verification and Closure** - Define verification steps, evidence required, and closure criteria. 9. **Escalation Procedures** - Specify escalation triggers, communication channels, and responsible leads. 10. **Metrics and Reporting** - Identify tracking metrics (resolution time, backlog trends) and reporting cadence. 11. **Integration with Other Processes** - Map interactions with CM, QA, Deployment, and Status Assessments. 12. **Tools and Automation** - Document issue tracking systems, automation scripts, and integrations. ## Agent Notes - Maintain consistent IDs with defect and change tracking tools. - Align severity/priority definitions with Test Strategy and Release governance. - Update plan when new tooling or workflows are introduced. - Verify the Automation Outputs entry is satisfied before signaling completion.