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Most teams use AI for one thing: writing code. That's maybe 20% of what it can do.

Code Flow isn't about writing faster. It's about the whole pipeline moving faster, from generation to review to ship.

The next competitive edge isn't AI-assisted writing. It's AI-assisted reviewing.

We asked devs if they could prove their AI agents are paying off. Only 24% said yes.

The rest are just running on gut feelings, guessing, or already suspecting they’re spending more than they’re saving.

Not sure what Kepler is or how to use it?

We built a full tutorial series covering tasks, actions, the Agent Graph, and running agents in parallel without losing the thread.

Grilled Cheese is a product of Village Compute

Version devBuilt at: 2026-10-10 20:13:24 EDT

Most teams use AI for one thing: writing code. That's maybe 20% of what it can do.

Code Flow isn't about writing faster. It's about the whole pipeline moving faster, from generation to review to ship.

The next competitive edge isn't AI-assisted writing. It's AI-assisted reviewing.

We asked devs if they could prove their AI agents are paying off. Only 24% said yes.

The rest are just running on gut feelings, guessing, or already suspecting they’re spending more than they’re saving.

Not sure what Kepler is or how to use it?

We built a full tutorial series covering tasks, actions, the Agent Graph, and running agents in parallel without losing the thread.