AI Pair Programming: Ship the Code It Writes, Safely
AI pair programming speeds up the first draft. The release is the part that needs guardrails: gradual rollouts, feature flags and automatic rollback on SLO.
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AI Code Review: What It Catches and What It Misses
AI code review tools compared honestly, plus the production risks that no AI reviewer catches before a pull request gets merged.
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AI for Software Development: Ship Fast, Recover Faster
AI for software development means more code, faster. It also means more incidents, per DORA's own 2025 data. upstreamapi auto-rolls back the ones that would have paged you.
