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Honeycomb's engineering team more than doubled peak daily merges from ~30 to ~74 using AI tools like Claude Code, with AI-attributed code rising to 82.6% by June 2026, while managing incidents proportionally. They share practices like continuous delivery, fast CI, and observability that amplified with AI.
An AI model named 'Claude Honeycomb' briefly appeared in the Cursor code editor, sparking speculation about a new release or test from Anthropic.
A promotional post for Honeycomb Innovation Week 2026, a free 3-day virtual event (May 12-14) focused on observability in the agent era, featuring keynotes, product launches, and partnerships.
The article discusses how traditional observability methods fail as AI agents run for days and hundreds of steps, proposes trajectory-based Observability-Driven Development (ODD) to monitor and debug long-running agents, and introduces related practices on the Honeycomb platform.