Why Every Engineering Team Needs an AI-First Development Workflow in 2026
The teams shipping twice as fast aren't working harder — they've rebuilt their workflows around AI assistance at every layer.…
Read →The RFC — Request for Comments — is one of the most powerful tools in an engineering team’s process toolkit. It’s also one of the most abused. When RFCs are long, unstructured, and written to demonstrate thoroughness rather than facilitate decisions, they become a form of process theater that slows engineering down rather than guiding it.
They’re too long. They describe the solution in exhaustive detail before establishing why the problem matters. They don’t make the recommended decision clear. And they don’t give reviewers a clear ask: do you want feedback, approval, or just visibility?
Context (2 paragraphs): What’s the problem and why does it matter now? Decision (1 paragraph): What are we proposing? Alternatives considered (1 paragraph each): What else did we think about and why did we reject it? Open questions (bulleted list): What are we still unsure about? The author’s recommendation should be explicit and at the top, not buried at the end after fifteen sections of context.
Set a deadline. Specify who needs to approve vs. who is being kept informed. Time-box the review to one week maximum. After one week, the author closes the RFC with a decision — approved, rejected, or revised. Endless review cycles where nothing gets decided are worse than no RFC process at all.
The teams shipping twice as fast aren't working harder — they've rebuilt their workflows around AI assistance at every layer.…
Read →We surveyed 400 engineering teams who made the switch either direction. The results challenge most of what you've read on…
Read →Dotfiles, aliases, and a few overlooked tools that compound into serious productivity gains over time.
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