"One of the challenges we will face in the next 2 years is the economics of tokens. The marginal cost of productivity improvement has to match the marginal cost of the token. That's a management discipline. [...] The…
engineering leadership
5 entries 4 posts · 1 thought
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Judging what to carry in your AI toolkit
Every new agentic AI improvement promises a win — but does yours pay off? I ran 18 experiments across three frontier models, using two popular tools, and only one beat its control.
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Clarity in Decision Making, from Org to Architecture
Clear boundaries, ownership, and guidance across org structure and software architecture empower teams to not get bogged down with compounding hidden coordination costs.
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Aligning Software Teams
Without clarity and alignment software teams risk interpreting activity as progress.
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Great Software Teams IMHO
Great software starts with hiring, not process. Six maxims that hold across company sizes — vision, feedback loops, focus, honesty, passion, learning — from teams that consistently ship well.