Browser Infrastructure · Web Navigation · Web Access Unblocking
A blog and newsletter on Browser infrastructure for AI agents and Web access and agent unblocking techniques.
Latest research
Web Protocols
Privacy Sandbox APIs and Their Effect on Agent Data Collection
Browser-enforced privacy rules alone couldn't stop tracking, so enforcement needs to shift upstream.
- Impact of Chrome Manifest V3 on Browser Extension-Based AgentsManifest V3's architecture limits agents that need continuous execution or dynamic network control.
- Observability and Tracing for Production Browser Agent PipelinesTraces reveal silent failures that success metrics and error logs miss in production agent runs.
- Error Recovery and Retry Logic in Autonomous Web Agent TasksBuilding resilience into autonomous agents through layered error handling and retry strategies.
- Agent Action Space Design for Browser-Based Task Completion
Browser Infrastructure
View all →- WebDriver BiDi Protocol Migration for Headless Agent StacksFirefox's CDP removal forces teams to migrate headless stacks to a new cross-browser standard.
- Browser-Use Open Source Framework Evaluation for Agent DevelopersFramework flexibility trades off reproducibility and auditability in production workflows.
- Memory and CPU Overhead of Headless Browsers in Agent FleetsHeadless browsers consume far more memory than most teams budget for at scale.
- Distributed Headless Browser Pools for High-Throughput AgentsAI agents need browser infrastructure built for scale, not testing.
Web Navigation
View all →- Observability and Tracing for Production Browser Agent PipelinesTraces reveal silent failures that success metrics and error logs miss in production agent runs.
- Error Recovery and Retry Logic in Autonomous Web Agent TasksBuilding resilience into autonomous agents through layered error handling and retry strategies.
- Agent Action Space Design for Browser-Based Task Completion
- Multi-Step Form Completion by Autonomous Browser AgentsAgents read, act, and adapt where fixed scripts fail on changing forms.
Web Access Unblocking
View all →- Caching and Request Deduplication in High-Volume Agent Web PipelinesReducing redundant API calls in multi-step agent pipelines through layered caching strategies.
- Dynamic Rendering Detection and JavaScript Execution in Agent PipelinesRendering JavaScript is now essential for agent pipelines to extract data and avoid hallucinations.
- GEO-Targeted Web Access for Localized Agent Data CollectionAI agents need local IP addresses to see the web as users in each market actually see it.
- SOCKS5 Versus HTTP Proxy Protocols for Headless Browser RoutingSOCKS5 operates lower in the network stack, avoiding proxy detection that HTTP proxies leave behind.
Features
View all →- Browser Automation Detection by Major PlatformsPlatforms layer five detection systems to catch bots that defeat individual security checks.
- Scraping Browser Services Versus Self-Hosted Headless InstancesManaged services beat self-hosting when anti-bot defenses matter more than control.
- CAPTCHA Solving Services in Agentic Web WorkflowsBehavioral CAPTCHAs block AI agents even when reasoning works perfectly.