ainativedev/aidevcon-2026-ldn
AI Native DevCon 2026 London — all conference sessions as interactive skills
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outline.mdtalk-stack-humans-architect-ai-writes-code/
Outline - The Humans Architect the System, the AI Writes the Code
Speaker
Paul Stack
Redaction Note
This outline preserves the talk's useful concepts while omitting runtime mechanics, mutable online dependencies, sensitive-data flows, and operational instructions that could create security-review findings.
Thesis
The talk describes a workflow where humans define architecture and intent while agents do implementation work under review. Live triage or feature-request processing details are safety-redacted.
Concept Map
- Humans own architecture and intent
- Agents implement under constraints
- Planner and reviewer separation
- UAT as source of truth
- Vibes do not scale
Safe Application
- Help draft architecture constraints and review checklists.
- Explain planner/reviewer patterns conceptually.
- Do not fetch, process, or summarize live issue text from this skill.
Not Covered
- Executable commands, scripts, manifests, workflow files, or setup steps.
- Live-system access patterns or mutable online dependency details.
- Sensitive values, credentials, private data, or operational abuse examples.
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