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Tips/2026-07-10Advanced

You Can Measure a Request Before You Send It — Sizing Agent Tasks by Working Backward from Rework Rate

When an Antigravity agent returns code that misses the mark, the cause is rarely the wording of the prompt. It is the size of the task. Here is a Python scorer that grades a request before you send it, plus what happened when I scored 80 past requests against their actual rework outcomes.

Agents/2026-07-08Advanced

Measuring the Rework Rate of What You Delegate to Agents: Drawing Delegation Boundaries with Numbers, Not Instinct

How much should you hand to an agent? I drew that line by instinct for a long time. Here is a practical way to compute a per-category rework rate from your git history and redraw the delegation boundary with numbers, with working code.

App Dev/2026-04-01Intermediate

App Store Connect 2026 Update: 100+ New Metrics and How to Use Them with Antigravity

Apple overhauled App Store Connect in March 2026 with 100+ new metrics. Learn how to leverage these insights with Antigravity to automate app analytics and build a data-driven improvement cycle.

Integrations/2026-03-27Advanced

Assembling Observability with Antigravity × OpenTelemetry — Instrumentation, Sampling, Cardinality, and AI Anomaly Detection in Production

A record of running OpenTelemetry in production on a Node.js backend: measured instrumentation overhead, tail sampling configuration, avoiding cardinality explosion, and operating AI anomaly detection behind an approval gate.