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Orchestrating AI Code Review at scale

ID: 31e46541-1e4c-5ea9-9a03-f43aa73eef0c

STIX ID: report--31e46541-1e4c-5ea9-9a03-f43aa73eef0c

Feed Name: Cloudflare Blog

Date Published: 2026-04-20

Date Updated: 2026-04-27

Author: Ryan Skidmore

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**Executive summary:** This post describes Cloudflare's production AI code-review orchestration built on OpenCode: a plugin-based system that launches specialized reviewer agents (security, performance, code quality, documentation, etc.), a coordinating LLM to deduplicate and triage findings, risk-tiered review policies to control cost and coverage, robust failback/circuit-breaker behavior for model/provider outages, prompt-injection safeguards, token- and context-sharing optimizations, and telemetry for scale metrics and cost accounting.

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