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docs: add a direct note on AI-assisted development - #54

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Jul 9, 2026
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docs: add a direct note on AI-assisted development#54
erfanjazebnikoo merged 1 commit into
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docs/ai-assisted-development-note

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Prompted by a question on r/embedded. States plainly what CONTRIBUTING.md's Claude Code prompt-pattern section only implied: AI tooling is used, under direction and review, for implementation scaffolding, validation, sanitizer testing, and docs. Architecture, math, and validation methodology are human-directed. Linked from README.md.

Prompted by a question on r/embedded pointing at a recognizable comment
style. CONTRIBUTING.md already documented the Claude Code prompt pattern
as a workflow doc, but never plainly stated that AI tooling is used, so
that answer only ever surfaced reactively. Adds a short section stating
it directly: what's AI-assisted (implementation scaffolding, validation
runs, sanitizer testing, docs) versus human-directed (architecture,
math, validation methodology, review), so it's answered before anyone
has to ask.
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