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docs: add Context Engineering (Thoughtworks) + corporate marketplaces footnotes

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- Add Context Engineering framework reference (Thoughtworks Tech Radar Vol 33)
- Add emerging corporate AI marketplaces concept (Hugo 2026)
- Document evaluation in docs/resource-evaluations/hugo-ai-impact-2026.md
- Score: 2/5 (marginal) - minimal integration via footnotes only

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Florian BRUNIAUX 2026-02-06 16:09:02 +01:00
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guide/methodologies.md
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@ -65,6 +65,10 @@ Organized in a 6-tier pyramid from strategic orchestration down to optimization
**Not just a feature (`/plan` command) — a systematic discipline.**
> **Context Engineering**: Thoughtworks designates this broader approach "Context Engineering" in their Technology Radar (Nov 2025)[^thoughtworks2025] — the systematic design of information provided to LLMs during inference. Three core techniques: context setup (minimal system prompts, few-shot examples), context management for long-horizon tasks (summarization, external memories, sub-agent architectures), and dynamic information retrieval (JIT context loading). Related patterns in Claude Code: AGENTS.md, MCP Context7, Plan Mode.
[^thoughtworks2025]: Thoughtworks Technology Radar Vol 33, Nov 2025. [PDF](https://www.thoughtworks.com/content/dam/thoughtworks/documents/radar/2025/11/tr_technology_radar_vol_33_en.pdf). See also: [Macro trends blog post](https://www.thoughtworks.com/insights/blog/technology-strategy/macro-trends-tech-industry-november-2025).
**The Mental Model**:
Planning isn't optional for complex tasks. It's the difference between: