I've now built a couple versions of automated PR reviewers, and the main thing that keeps standing out is that the AI part is surprisingly small. The model matters, of course. But the architecture matters more.…
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I recently spent some time testing Cloudflare's Code Mode in implementing the Azure DevOps MCP server in a more lightweight manner. This post goes through some of my experiences.…
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I've been experimenting with a lot of different agent setups, harnesses and model combinations over the last months, and I've ended up settling on a workflow that is fairly simple in structure even if the tooling around it is changing quickly.…
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This post is about browser feedback for coding agents during normal development work, not about fully autonomous browser agents or end-to-end testing as such.…
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I’ve been refining my own mental model for agent splits in coding workflows, and this post is a snapshot of what has worked best so far.…
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