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Insights

Insights

Thought leadership on AI, product development, and technology strategy

Editorial photograph illustrating "What Git can't version is what your team knows"
For boards and executives

What Git can't version is what your team knows

Research from Microsoft, ACM and ICLR shows that connecting knowledge as a graph produces dramatically better answers to complex questions than searching for similar words, and it changes how software teams should think about sharing what they know.

Sean Davidson 17 February 2026 15 min read

Editorial photograph illustrating "Why your AI tools need a single source of truth"
For growing businesses and boards

Why your AI tools need a single source of truth

Every time you paste the same company context into a different LLM, you are wasting tokens, introducing inconsistencies, and hitting limits. There is a better way.

Sean Davidson 9 February 2026 7 min read

Editorial photograph illustrating "What building ThinkSpace and SupportSpace took"
For growing businesses and boards

What building ThinkSpace and SupportSpace took

ThinkSpace and SupportSpace were built as Accelerated Development proofs of concept, with AI-first development and full engineering practices from day one. Both have since been retired, and building them taught us what AI-first development actually takes.

Sean Davidson 31 January 2026 6 min read

Editorial photograph illustrating "Giving Coding Agents Someone to Ask"
For growing businesses and boards

Giving Coding Agents Someone to Ask

Coding agents stall on questions only a person can answer. Askance lets an agent ask the right expert, keep working while it waits, and never lose the answer. Built and run by Advancer, live at askance.app, in early access.

Sean Davidson 26 January 2026 6 min read

Editorial photograph illustrating "How AI-first development moves from prompts to production"
For growing businesses and boards

How AI-first development moves from prompts to production

AI-first development changes how software gets built, letting AI handle implementation while humans concentrate on architecture, design and governance.

Sean Davidson 20 January 2026 12 min read

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