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ExternalSoftware Engineering

DEV Community5 Jul 2026

Stop prompting, start encoding: turning engineering discipline into Claude Code skills

Claude Code is remarkably capable. But out of the box it does what you prompt — and most prompts quietly skip the checks a senior engineer would never skip. Ask it to "fix the slow endpoint" and it will happily eager-load a relation and call it done, without ever proving the slowness was an N+1 or measuring the result. The capability is there. The discipline is not — because you did not ask for it. The fix is not a bigger prompt. It is encoding the workflow as a skill. A Claude Code skill is a M

aiproductivityprogramming

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ExternalSoftware Engineering

DEV Community5 Jul 2026

Meet checkOwners: confidence-scored CODEOWNERS from your git history

"Who owns this code?" is a question most teams answer with folklore. GitHub's CODEOWNERS file is supposed to answer it, but it gets written once, rots quietly, and keeps routing reviews to people who changed teams a year ago. checkOwners answers it from evidence instead. It's an open-source CLI that reads your git history and writes your CODEOWNERS file for you. Pure git, no LLMs. / checkOwners checkowners Infer CODEOWNERS from git history with confidence scoring, a k

pythongitopensource

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ExternalTechnology Trends

Hacker News5 Jul 2026