Database › LinkedIn
No mandate reported. LinkedIn (owned by Microsoft) has published how it gives coding agents organizational context and runs AI code review at scale.[1][2]
Tools
Metrics tracked
- More than 1,000 engineers use CAPT, with more than 500 playbooks.[1]
- The AI code reviewer covers about 10,000 repositories and about 79,000 reviews a week, with a 63.9% combined acceptance rate on sampled reviews.[2]
Guardrails
- The AI reviewer gives a first pass before human review; most AI reviews land before the first human reviewer.[1][2]
- LinkedIn rejected off-the-shelf single-model reviewers in favour of a multi-agent approach tuned to each codebase.[2]
Hiring, reviews & process changes
- P90 time to first human review rose in Q4 2025, one reason LinkedIn invested in AI review.[2]
Reported results
- Triage time fell about 70% and data analysis became about 3x faster with CAPT.[1]
Metric tags: Adoption rate, Code review, Time saved
Editor's note: LinkedIn is a Microsoft subsidiary with its own engineering org.
Sources
- LinkedIn Engineering: Contextual agent playbooks and tools, how LinkedIn gave AI coding agents organizational context · 2026-01-27 · company source
- LinkedIn Engineering: High-signal AI code review that adapts to your codebase at scale · 2026-08-13 · company source
Last verified 2026-10-25. Industry and size are editorial bands; see methodology. Spot an error? Submit a correction.