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Product Review Is the Future

Code review is dying. When agents own the code, staring at diffs is the wrong job. But that leaves a vacuum. If senior engineers aren’t reviewing pull requests, what are they reviewing? The answer is the product itself — its surfaces, its behaviors, its capabilities. Product review is the emerging discipline that fills the gap, and the teams that figure it out first will ship circles around everyone else.

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Code Review Is a Dying Practice

For twenty years, code review has been the gold standard of engineering quality. Pull requests. Line-by-line diffs. “Nit: rename this variable.” The ritual that separates professional teams from cowboy coders. It made sense when humans wrote every line. But humans don’t write every line anymore. When agents produce the code and humans direct the architecture, staring at diffs is the wrong job. You’ve moved up the stack. Your review process hasn’t caught up.

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Data Connectors Unlock Everything Else

Your AI agent might be brilliant, but if it can’t see your data, it’s useless. The first and most powerful unlock on your agentic journey isn’t a better model or a cleverer prompt — it’s connecting your agent to the apps and data you already use every day. One API key at a time, you stop being the copy-paste middleman and start running an intelligence operation. Every tool you leave disconnected is a question you’ll never have time to ask.

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Not Every Agent Needs AI

Everyone says they’re building “AI agents.” What they’re actually building ranges from a bash script with a friendly name to a multi-model autonomous system that costs $200/day to run. The industry has collapsed an enormous spectrum into one buzzword. Teams routinely overbuild simple automations and underbuild complex ones — because they never stopped to ask what kind of agent they actually need. There’s a clean taxonomy here. Two dimensions. Four levels. Eight distinct types. Name yours before you write a single line of code.

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