How Engineering Teams Use CodeOtter

Explore architecture blueprints and real-world workflows for Dual-Engine PR scoring, 100% air-gapped local GGUF/laya sidecars, and multi-repository governance.

100% Offline & Air-Gapped Code Reviews with Local GGUF, laya & CodeReviewer Sidecars100% Offline & Air-Gapped Code Reviews with Local GGUF, laya & CodeReviewer SidecarsRead moreDeterministic PR Scoring & Merge Gates with System One + LLMsDeterministic PR Scoring & Merge Gates with System One + LLMsRead moreEnforcing AGENTS.md & CLAUDE.md Review Guidelines Across Multi-Repo OrganizationsEnforcing AGENTS.md & CLAUDE.md Review Guidelines Across Multi-Repo OrganizationsRead more
Catching Blast Radius Spikes & Security Regressions Before MergeCatching Blast Radius Spikes & Security Regressions Before MergeRead more
Use Cases
Dual-Engine PR ScoringOffline & Air-Gapped GGUFMulti-Repo Org GovernanceBlast Radius & Merge GatesAll Use Cases →
Engineering
Dual-Engine ArchitectureOffline Reviews with layaTyped 0–100 RubricsReview Guidelines (AGENTS.md)Engineering Blog →
Open Source
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CodeOtter
CodeOtter

Autonomous PR scoring with Dual-Engine rubrics (System One + LLM) and air-gapped local GGUF sidecars.

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CodeOtter is licensed under the Elastic License v2 (ELv2). Free to self-host. Not OSI open source.LICENSE →