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Guides, insights, and practical tips on managing cloud costs at scale.
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Hero image for 'The True Cost of Manual BigQuery Optimization: A FinOps Perspective' article
12 min read
The True Cost of Manual BigQuery Optimization: A FinOps Perspective

BigQuery cost optimization has a hidden TCO: engineer hours, opportunity cost, and regression risk. A FinOps framework for when manual work stops scaling.

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Hero image for 'BigQuery Partitioning: How It Works, When to Use It, and What It Costs' article
15 min read
BigQuery Partitioning: How It Works, When to Use It, and What It Costs

BigQuery partitioning cuts bytes scanned when queries filter on the partition column — but only if you choose the right type and column. Here is a cost-focused guide with examples

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Hero image for 'How To Build a Cloud Cost Culture Inside Your Engineering Team' article
8 min read
How To Build a Cloud Cost Culture Inside Your Engineering Team

How to build cloud cost culture on BigQuery and GCP: ownership, rituals, and FinOps for engineering teams, without turning cost into policing.

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Hero image for 'Google Cloud Cost Optimization: Native Tools & Best Practices' article
10 min read
Google Cloud Cost Optimization: Native Tools & Best Practices

Google Cloud cost optimization strategies with native tools, and GCP cost management best practices to reduce your monthly Google Cloud spend.

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Hero image for 'Case Study: From Surprise BigQuery Bills to Pre-release Cost Control' article
7 min read
Case Study: From Surprise BigQuery Bills to Pre-release Cost Control

How a low-cost airline cut BigQuery spend by 23% and overall GCP costs by 15% during a Rabbit proof of concept, and made pre-release cost checks part of the engineering workflow.

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Hero image for 'Why GCP Cost Dashboards Fail and How to Move to Automated Optimization' article
11 min read
Why GCP Cost Dashboards Fail and How to Move to Automated Optimization

GCP cost dashboards show what already happened. Learn why bigquery cost monitoring alone is not enough and how FinOps for bigquery teams move to automated optimization.

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Hero image for 'Introducing Rabbit Agentic: Proactive GCP cost optimization in PRs and agents' article
7 min read
Introducing Rabbit Agentic: Proactive GCP cost optimization in PRs and agents

Rabbit Agentic is a suite of shift-left workflows: cost-focused PR review, context enrichment for coding agents, and an automated recommendation applier that opens PRs for Rabbit's recommendations.

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Hero image for 'Rabbit at Google Cloud Summits in Europe: June 2026 events and sessions' article
6 min read
Rabbit at Google Cloud Summits in Europe: June 2026 events and sessions

Rabbit is at four Google Cloud Summits across Europe in June 2026. See our sessions and meet our team in Stockholm, Paris, Frankfurt, and London.

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Hero image for 'BigQuery Reservation Groups: How Idle Slots Flow Between Related Reservations' article
10 min read
BigQuery Reservation Groups: How Idle Slots Flow Between Related Reservations

Reservation groups let you bias idle slot sharing toward related reservations before the rest of the pool competes. Here is how the two-tier split works, when to use it, and what Google currently limits.

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Hero image for 'Before You Commit: How to Optimize BigQuery Reservations and Find a Rightsized Commitment?' article
14 min read
Before You Commit: How to Optimize BigQuery Reservations and Find a Rightsized Commitment?

Learn how to size BigQuery commitments with second-by-second usage analysis, avoid overcommitment, and reduce autoscaling waste before signing 1- or 3-year terms.

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Hero image for 'Webinar Recap: How to Automate BigQuery Cost & Performance at Scale' article
7 min read
Webinar Recap: How to Automate BigQuery Cost & Performance at Scale

Key ideas from Rabbit's March 2026 webinar on BigQuery pricing models and the four key automation levers for optimizing costs and performance.

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Hero image for 'How to Configure BigQuery Baseline Slots and Slot Commitments' article
10 min read
How to Configure BigQuery Baseline Slots and Slot Commitments

Baseline slots and commitments determine whether your BigQuery reservation saves money or quietly generates waste. Here's how to configure both correctly.

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