Sources & further reading
This course is a plain-language synthesis. Here is where the claims come from, and what to read when you want the primary material.
Content was distilled from a curated research vault of 30 notes across foundations, requirements, architecture, trade studies, modeling, verification, risk, lifecycle, case studies and AI systems engineering. Where the vault has a thin spot — interfaces and architecture have no dedicated note — the course expands the vault's cross-cutting principles and its case studies rather than inventing specifics.
C.1Module → source notes
| Module | Source notes |
|---|---|
| 01 · What SE is | Foundations/Systems-Thinking.md, Foundations/Complexity-And-Emergence.md, README.md |
| 02 · Needs & requirements | Requirements-Engineering/Needs-Vs-Requirements.md, Requirements-Engineering/Writing-Good-Requirements.md |
| 03 · Architecture | README.md (core principles), Case-Studies/Software-Intensive-Systems.md |
| 04 · Interfaces | Case-Studies/Software-Intensive-Systems.md, Reliability/Circuit-Breakers-And-Fallbacks.md |
| 05 · Trade studies | Trade-Studies/Trade-Study-Methodology.md |
| 06 · Risk & resilience | Risk-Reliability/Resilience-Engineering.md, Reliability/Guardrails-And-Safety.md |
| 07 · Verification | Verification-Validation/V-Model-And-VV-Planning.md, Requirements-Engineering/Writing-Good-Requirements.md |
| 08 · Lifecycle | Lifecycle/INCOSE-15288-Processes.md |
| 09 · Complexity & AI | Foundations/Complexity-And-Emergence.md, MLOps/Canary-And-Rollback.md, Observability/Eval-In-Production.md |
| 10 · Start here | README.md, Case-Studies/Software-Intensive-Systems.md, AI-Systems-Engineering/README.md |
C.2The standards and books that matter
| Source | What it is | Where |
|---|---|---|
| ISO/IEC/IEEE 15288 | The life-cycle process standard this course leans on for vocabulary and stages | iso.org |
| INCOSE SE Handbook | The industry body of knowledge; practical and well organized | incose.org |
| NASA Systems Engineering Handbook | Free, opinionated, excellent on reviews and technical management | nasa.gov |
| SEBoK | Open systems engineering body of knowledge — good for following a thread deeper | sebokwiki.org |
| MITRE SE Guide | Practical government/industry guidance, free online | Free PDF via mitre.org |
| Blanchard & Fabrycky | Systems Engineering and Analysis — the classic textbook across the full lifecycle | Book |
C.3Three ideas borrowed from outside engineering
C.4License and reuse
This course is released under CC BY 4.0: copy it, adapt it, teach from it, including commercially — with credit to Starphix and a link to the license.
The prose, diagrams and exercises are original synthesis built on public research and documentation. The papers, standards and product names remain the property of their authors and are cited rather than reproduced. Prices, model names and benchmark figures date quickly; check them against a current source before quoting them in a classroom or a proposal.
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