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🏗️ Phase 1: Foundation Validation for CPA AI Agent #443

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Description

@jradfs

Phase 1: Foundation Validation (Week 1)

Objective

Validate OpenCode AI as a stable foundation for building CPA-specific features before committing to full development.

Validation Tasks

Technical Validation

  • OpenCode Stability Testing

    • Test with large PDF documents (tax returns, financial statements)
    • Evaluate performance with Excel spreadsheets and CSV files
    • Assess memory usage with multiple document processing sessions
    • Test error handling with malformed/corrupted documents
  • AI Provider Performance

    • Test with Anthropic Claude models for financial document analysis
    • Evaluate OpenAI GPT models for tax calculation accuracy
    • Test Google Gemini integration for compliance checking
    • Assess provider switching capabilities and reliability
  • TUI Interface Assessment

    • Evaluate professional appearance for client-facing work
    • Test keyboard shortcuts and workflow efficiency
    • Assess theme system for professional branding
    • Evaluate multi-session management capabilities

CPA-Specific Testing

  • Document Processing Evaluation

    • Test current ReadTool with tax documents (PDFs converted to text)
    • Evaluate EditTool with financial spreadsheet data
    • Test GrepTool for finding specific tax information
    • Assess BatchTool for processing multiple client documents
  • Workflow Assessment

    • Design typical CPA workflows (tax preparation, audit procedures)
    • Test multi-step document processing scenarios
    • Evaluate session management for client confidentiality
    • Assess integration potential with accounting software

Success Criteria

  • Performance: <2 second response time for document operations
  • Reliability: <0.1% error rate in document processing
  • Stability: No crashes during 4-hour continuous use
  • Professional UI: Interface suitable for client-facing work
  • Provider Stability: Consistent AI model performance across sessions

Risk Assessment

  • High Risk Items: Document any stability issues, performance bottlenecks
  • Medium Risk Items: Note usability concerns, workflow limitations
  • Low Risk Items: Minor UI/UX improvements needed

Deliverables

  • Validation Report: Comprehensive assessment document
  • Performance Benchmarks: Quantitative performance measurements
  • Risk Analysis: Identified risks and mitigation strategies
  • Go/No-Go Decision: Recommendation to proceed or pivot

Timeline

Duration: 1 week
Deadline: [Set specific date]
Decision Point: Go/No-Go meeting at end of week

Next Phase Dependencies

Success in this phase is required before proceeding to Phase 2: Core CPA Tools Development.


🔗 Related Issues: Will be linked to Phase 2 and Phase 3 issues
📋 Project: CPA AI Agent Development
🏷️ Phase: 1 - Foundation Validation

Activity

  1. thdxr commented on Jun 27, 2025

    @thdxr
    Member

    do not understand what this is, looks like spam

  2. self-assigned this
    on Jun 27, 2025
  3. added a commit that references this issue on May 12, 2026
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