Sentry CEO on agent determinism: why system prompts are almost never the answer

zeeg · x · 2026-10-30

Sentry CEO David Zeeg's essay 'A Little Determinism' tackles a core agent-engineering problem: creating determinism where none exists — getting agents to behave as you would without micromanaging. Key points: adding constraints often degrades agent capability; skills/AGENTS.md/system prompts are almost never the answer; he details how Sentry's Slack-driven agent 'Junior' evolved from turning threads into GitHub issues to how he ships software, with a sandbox-to-PR workflow. Models carry the goal once given the right tools (currently Opus 5.5 is migrating Sentry to Rust).

Related event: Sentry Founder's Essay: Bringing a Little Determinism to AI Agents(2 posts)→

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