Tag

Engineering

Agentic AI

Developers Use AI for 60% of Their Work and Can Delegate Almost None of It

Anthropic's own research says developers use AI across roughly 60% of their work but can fully delegate only 0% to 20% of tasks. That gap is not a failure of the models. It is the actual shape of agentic development, and it changes what you should expect from an AI-native team.

Usman Akram · Jul 12, 2026 · 4 min read

DevOps

Agents Don't Fix Broken Engineering Practices. They Scale Them

The best line written about agentic development this year is that agents do not magically fix broken engineering practices, they scale them. If your tests are thin and your review is a rubber stamp, an agent makes that worse at speed. Here's the readiness check.

Usman Akram · Jul 12, 2026 · 5 min read

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