Windsurf Acquisition Collapse: What It Means for AI Coding Tool Value
How OpenAI's $3B Windsurf deal collapsed, where the product stands now under Cognition, and what it reveals about value capture and platform risk in AI coding tools.
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Articles
Technical notes, experiments, and field reports on AI agents, coding tools, security failures, and verification workflows from real production use.
OpenClaw Security Reality 2026: Lessons Learned
How a weekend project became the fastest-growing open-source AI agent in history—and why its first week proved that local-first architecture doesn't automatically mean secure.
Isolation for Always-On Agents: Why a $5 VPS Beats Local Hardware
Docker is not a security boundary for autonomous agents. Use VM or VPS isolation and separate credentials for OpenClaw-style tools.
AI Research: What It Gets Right and Wrong
What AI does well, what it gets wrong, and a safe workflow for research.
The Honest Limitations of AI Tools in 2026
What AI still can't do well, where humans remain faster, and the hidden costs of AI integration.
Anthropic Policy Changes 2025-2026: What Got Blocked
How Anthropic's 2025 privacy-policy changes and 2026 access enforcement affect Claude power users.