ainativedev/aidevcon-2026-ldn
AI Native DevCon 2026 London — all conference sessions as interactive skills
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outline.mdtalk-stoneham-product-brain/
Outline - Product Brain
Speaker
John Stoneham
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 product-memory pattern: collect product knowledge into a maintained knowledge base, synthesize it into useful views, and use it to improve product decisions. Live intake from meetings or ticketing systems is safety-redacted.
Concept Map
- Product brain as maintained knowledge base
- Curated inputs and synthesis
- Product context for agents
- Ownership and update cadence
- Decision support rather than blind automation
Safe Application
- Help design a curated product knowledge repository.
- Suggest review, provenance, and sanitization checkpoints.
- Do not describe live ingestion from collaboration tools or customer-authored text.
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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