Tag: Production Practices

2 articles

• Computer-Use Agent Browser Automation in Production: Action Replay, DOM Assertions, and Human Handoff for Stable Web Tasks

  A deep dive into production-grade Computer-use Agent for web tasks, covering screenshot loops, action replay, DOM assertions, failure recovery, human handoff, and security auditing to reduce misclicks and irreproducible issues, building an observable and recoverable browser automation system.

  07/06/2026 LLM Agent / Computer Use / Browser Automation / Playwright / Production Practices / Action Replay

• LLM Batch Inference in Production: Running Offline LLM Tasks with Async Batch Processing

  A systematic guide to using LLM Batch Inference for offline summarization, classification, data labeling, and batch evaluation. Covers task sharding, idempotent retries, result merging, cost control, failure recovery, and a pre-launch checklist.

  07/03/2026 LLM Batch Processing / Async Inference / Offline Tasks / Production Practices / Batch Inference / Cost Optimization