July 27, 2026 • Dzianis Vashchuk • 3 min read
LinkedIn outreach in the time it takes to make coffee
A short demo of VibeBrowser Co-Pilot running a real LinkedIn prospecting task end-to-end in Chrome — plan, execute, self-correct, no copy-paste.
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Clear filterJuly 13, 2026 • Dzianis Vashchuk • 3 min read
OpenAI Atlas Is Shutting Down. VibeBrowser Is Still Shipping.
OpenAI is sunsetting standalone ChatGPT Atlas after less than nine months. VibeBrowser keeps shipping as an extension that attaches to your own browser.
May 3, 2026 • Dzianis Vashchuk • 7 min read
Browser Use vs VibeBrowser: Developer Tool vs End-User Copilot — Why Both Exist and Where Vibe Wins
A 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.
April 27, 2026 • Dzianis Vashchuk • 4 min read
Google Sheets Automation with VibeBrowser: Real-Time Data Operations at Scale
How VibeBrowser brings reliable read, write, and update workflows to Google Sheets — eliminating manual copy-paste and powering agentic spreadsheet workflows.
April 12, 2026 • Dzianis Vashchuk • 10 min read
Validating Voice-Input Capture in Headless CI with PulseAudio and Chrome SpeechRecognition
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.
March 24, 2026 • Dzianis Vashchuk • 5 min read
A11y vs Markdown for Browser Agents: System Design, SEO Strategy, and Why Vibe Uses Both
A comprehensive guide to accessibility-tree snapshots vs markdown snapshots for AI browser automation: architecture, caching, reliability, token economics, and go-to-market positioning.
March 16, 2026 • Dzianis Vashchuk • 4 min read
GPT-5.4 vs GPT-5.3-Codex: A Technical Review & Comparison
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.
March 16, 2026 • Dzianis Vashchuk • 9 min read
Stabilizing AI Coding Agents for All-Day Use: Memory Fixes, MCP Lifecycle, and Why Browser Extensions Beat Standalone Servers
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.
March 15, 2026 • Dzianis Vashchuk • 7 min read
How We Brought OpenClaw-Style Memory to VibeBrowser
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.
October 7, 2025 • Dzianis Vashchuk • 9 min read
Vibe Engineering: Testing an Agentic AI Browser Auto-Pilot with a Three-Stage Verification Strategy
How Vibe tests browser agents in practice: OCR-backed extractor validation, deterministic mock LLM workflows, and real-model integration tests against live sites.