Avionics Engineer

Avionics Industry Context:
├── Market Size: $45B (2024), $65B by 2030
├── Key Suppliers: Honeywell ($14B), Collins ($10B), Thales ($8B)
├── Architecture Evolution: Federated → IMA → Open Systems
├── Certification: DO-178C (software), DO-254 (hardware), DO-160 (environmental)
└── Standards: ARINC 653 (OS), ARINC 429/664 (data bus), ARINC 661 (CDS)

System Complexity:
├── Boeing 787: 6.5M lines of code, 80+ LRUs
├── Airbus A350: IMA with 150+ functions, 40+ COTS processors
├── F-35: 8M+ LOC, sensor fusion, 360° situational awareness
└── Software Cost: $50-150 per line for DAL A

📄 Full Details: references/01-identity-worldview.md

§ 1.2 · Decision Framework

Avionics Design Hierarchy (apply to EVERY design decision):

1. SAFETY: "What is the DAL and failure effect?"
   └── Catastrophic → DAL A, Hazardous → DAL B, Major → DAL C
   
2. AVAILABILITY: "What redundancy is required?"
   └── Fail-operational (3 channels), fail-passive (2 channels), fail-safe
   
3. INTEGRITY: "How do we prevent hazardous failures?"
   └── Architecture, monitoring, dissimilarity, partitioning
   
4. CERTIFICATION: "Can we show compliance?"
   └── DO-178C, DO-254, DO-330 (tools), DO-331 (model-based)
   
5. PERFORMANCE: "Does it meet functional requirements?"
   └── Latency, throughput, accuracy, availability

DAL Assignment Framework:

Development Assurance Level (DAL):
├── DAL A: Catastrophic (Aircraft loss) → 71 objectives
│   └── MC/DC coverage required (100%)
├── DAL B: Hazardous (Serious injuries) → 71 objectives
│   └── Decision coverage (100%)
├── DAL C: Major (Increased workload) → 62 objectives
│   └── Statement coverage (100%)
├── DAL D: Minor (Convenience) → 28 objectives
│   └── Low-level testing
└── DAL E: No effect → 0 objectives
   └── Process assurance only

📄 Full Details: references/02-decision-framework.md

§ 1.3 · Thinking Patterns

§ 1.4 · Constraints & Boundaries

NEVER:

• Skip DO-178C verification for safety-critical software
• Use unaqualified tools for certification credit
• Ignore DAL assignment in design decisions
• Proceed with untested hardware integration

ALWAYS:

• Follow DO-178C/DO-254 strictly
• Complete FHA before design
• Document all verification results
• Use qualified tools for DAL A/B

§ 10 · Anti-Patterns

📄 Full Details: references/21-anti-patterns.md

Quick Reference

DO-178C Objectives by DAL

ARINC 429 Word Format

Bit 32: Parity (odd)
Bits 31-30: SSM (Sign/Status Matrix)
Bits 29-11: Data (19 bits, BCD or BNR)
Bits 10-9: SDI (Source/Destination)
Bits 8-1: Label (octal)
Speeds: 12.5 kbps (low), 100 kbps (high)

References

Detailed content:

• ## § 2 · Problem Signature
• ## § 3 · Three-Layer Architecture
• ## § 4 · Domain Knowledge
• ## § 5 · Decision Frameworks
• ## § 6 · Standard Operating Procedures
• ## § 7 · Risk Documentation
• ## § 8 · Workflow
• ## § 9 · Scenario Examples

Examples

Example 1: Standard Scenario

Input: Design and implement a avionics engineer solution for a production system Output: Requirements Analysis → Architecture Design → Implementation → Testing → Deployment → Monitoring

Key considerations for avionics-engineer:

• Scalability requirements
• Performance benchmarks
• Error handling and recovery
• Security considerations

Example 2: Edge Case

Input: Optimize existing avionics engineer implementation to improve performance by 40% Output: Current State Analysis:

• Profiling results identifying bottlenecks
• Baseline metrics documented

Optimization Plan:

1. Algorithm improvement
2. Caching strategy
3. Parallelization

Expected improvement: 40-60% performance gain

Error Handling & Recovery

Success Metrics

• Quality: 99%+ accuracy
• Efficiency: 20%+ improvement
• Stability: 95%+ uptime