Build Your AI Browser Agent
The build manual for any owner shipping an AI browser agent in 2026. 5 layers, framework picks per layer, retry and observability stack, deployment shapes, 8-week sequence, brief to send engineering.
- 5 layers of a production browser agent. Headed vs headless, Stagehand vs browser-use vs Playwright MCP, picked by criteria
- Retry/breaker/fallback patterns, Helicone + Laminar + Playwright observability stack, 3 deployment shapes from managed to K8s
- Production-readiness checklist, 8-week build sequence, brief to send the engineering lead, red flags, anti-pattern catalog
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