Insights
Tactical playbooks and market analysis for teams using AI browser automation.
Newsletter
Get updates on browser automation
Filter by tag
Clear filterA technical comparison of browser-use (91k GitHub stars) and VibeBrowser. Different architectures, different users, different trade-offs — and why the extension-native approach has structural advantages for real-world browser automation.
How VibeBrowser brings reliable read, write, and update workflows to Google Sheets — eliminating manual copy-paste and powering agentic spreadsheet workflows.
How we validate Chrome extension microphone initialization and listening-state transitions with manifest permission auditing, explicit FAIL vs SKIP semantics, and a virtual microphone in CI.
A comprehensive guide to accessibility-tree snapshots vs markdown snapshots for AI browser automation: architecture, caching, reliability, token economics, and go-to-market positioning.
A deep dive into GPT-5.4 vs GPT-5.3-Codex. Discover how GPT-5.4's 75% OSWorld score and integrated capabilities compare to the specialized Codex model.
A deep dive into fixing opencode for production use as a long-running coding agent: MCP memory leaks, tool deadlocks, session recovery, and why Vibe Browser's extension architecture avoids the chrome-devtools-mcp memory trap entirely.
VibeBrowser now remembers what you tell it — across sessions, across tasks. Inspired by OpenClaw's dual memory architecture, we built persistent agent memory that works inside a browser extension.
How Vibe tests browser agents in practice: OCR-backed extractor validation, deterministic mock LLM workflows, and real-model integration tests against live sites.