GuideAI in production
CodeRabbit: how to use AI code review
Learn what CodeRabbit does, set up AI code review, understand pricing and privacy, and decide when it helps your team or adds more work.
Articles
In-depth explanations, practical guides and independent analysis. Choose a topic and format to find your next read.
Guides show how. Explainers unpack a concept. Commentary makes an argument. Explore Production notes.
GuidePlatform engineering
Disruption budgets and the capacity left behind
Plan an inference-service node drain with a scoped disruption budget, replacement-capacity checks and a practical maintenance worksheet.
GuideAI in production
Supervising coding agents with Herdr
Check agent status, terminal persistence, and recovery before adopting Herdr.
ExplainerPlatform engineering
The SRE and platform handoff
Clarify ownership across shared platforms, service reliability, and incident response.
ExplainerPlatform engineering
GPU capacity depends on power and cooling
When inference slows without obvious application errors, test physical constraints alongside queueing, workload changes, and software regressions.
GuideSLOs & reliability
Release gates that hold up under incident pressure
Turn reliability policy into a release decision with fresh evidence, limited exceptions, and a clear path to resuming normal changes.
ExplainerPlatform engineering
NetApp and NVIDIA: evaluate the storage path behind AI workloads
Read validated architectures as a starting point for workload, recovery, and support testing, not a promise of automatic reliability.
GuidePlatform engineering
Linux filesystem hierarchy: find the state that is failing
Use directory purpose, mount boundaries, and read-only checks to investigate missing files, full disks, and unexpected runtime state.
GuidePlatform engineering
Linux performance tuning starts with a bottleneck
Measure a representative workload, identify the limiting resource, and test one reversible change instead of applying a universal sysctl recipe.
GuidePlatform engineering
AI in release engineering: improve evidence without weakening the gate
Use models for test suggestions and change analysis while keeping artifact identity, promotion rules, and rollback checks enforceable.
GuidePlatform engineering
Canary deployments: limit exposure and test the comparison
Choose representative traffic, define promotion criteria, and verify rollback compatibility before expanding a release.
CommentaryPlatform engineering
Apply KISS to the configurations your responders must understand
Use operational state, visible defaults, and reversible transitions to evaluate complexity without discarding necessary capabilities.