Good Culture Is the Biggest Productivity Hack, Not AI
This article argues that organizational culture is more critical to engineering productivity than the adoption of AI tools. It suggests that focusing solely on AI ignores the human environment and psychological safety necessary for effective software development.
Why it matters
It challenges the current industry trend of prioritizing AI-driven efficiency over foundational management and team dynamics.
This newsletter is sponsored by Unblocked .
[Webinar] How to stop babysitting your agents
Agents can generate code. Getting it right for your system, team conventions, and past decisions is the hard part. You end up wasting time and tokens in the correction loops.
More MCPs, rules, and bigger context windows give agents access to information, but not understanding. The teams pulling ahead have a context layer to give agents exactly what they need for the task at hand.
Where teams get stuck on the AI maturity curve and why common fixes fall short
How a context layer solves for quality, efficiency, and cost
Live demo: the same coding task with and without a context layer
Thanks to Unblocked for sponsoring this newsletter. Let’s get back to today’s thought!
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