What's inside
18 sections- Introduction and Goals
- Why a Multi-Agent Architecture
- Target Hardware Baseline: STM32H7 and ESP32-S3
- STM32H7 (Arm Cortex-M7, dual-core M7+M4 on some variants)
- ESP32-S3 (Xtensa LX7, dual-core)
- Why target both from one pipeline
- Toolchain Landscape (2026)
- The Five-Agent Pipeline: Overview
- Agent 1: Requirements & Design Agent
- Purpose
- Inputs
- Outputs
- Design guidance for this agent
- Agent 2: Environment & Project-Generation Agent
- Purpose
- Toolchain verification and setup
- Project and code generation
- Agent 3: Build Agent
- Purpose
- Workflow
- Guardrails
- Agent 4: Test & Verification Agent
- Purpose
- Test layers
- Traceability and reporting
- Agent 5: Release & Documentation Agent
- The Feedback Loop and Orchestration Layer
- Loop mechanics
- Termination and escalation
- Suggested orchestration pattern
- Certification and Compliance Considerations
- Coding standards
- Functional-safety and domain standards
- Practical human-in-the-loop gates
- Reference Implementation Notes
- Risks, Limitations, and Human-in-the-Loop Requirements
- Implementation Roadmap
- Appendix A: Document Templates (Outline)
- Appendix B: Sample Agent Prompts (Excerpts)
- About the Author
Code & supporting files
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