browser agents
production
checklist
Browser agent production checklist: from demo to real traffic
A checklist for taking a browser agent from demo to production: sessions, retries, idempotency, timeouts, sandboxing, secrets, logging, cost caps and human sign-off.
observability
cost
tracing
Observing AI agents: traces, replays and cost per task
How to see what your AI agents actually did: structured traces, step logs, screenshots and replays, cost per task, and alerts that catch a loop before the bill does.
phone-use agents
android
real devices
Phone-use agents on real Android: how they work and where they break
How AI agents operate Android phones through ADB, UI trees and screenshots, why emulators and real devices behave differently, and the reliability problems to plan for.
browser agents
anti-bot
ip reputation
Why AI browser agents get blocked, and what actually helps
The signals that get AI browser agents challenged or blocked: IP reputation, TLS fingerprints, headless tells, timing and rate. What legitimately helps, and what doesn't.