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By David Kim, Senior Contributing Editor and Analyst | | AI | 3 min read

The broader implications reaches well beyond surface-level impacts. Understanding these complexities is critical for teams wanting to maintain advantage.

An important finding comes from recent research: what succeeded in the past rarely succeeds today or ahead.

What's happening now is just the beginning. The real transformation will come when these technologies become invisible to users.

The broader implications goes much deeper than the obvious impacts. Appreciating these complexities is essential for organizations seeking to maintain advantage.

Key Takeaways

  • The acceleration of distributed systems signals a significant evolution in the way teams develop systems.
  • The sophistication of contemporary platforms demands evolved capabilities from engineering teams.
  • Investment in capability building will likely prove more valuable than adopting fashionable tools.