https://universalbench.dev/ 2026-06-02 weekly 1.0 https://universalbench.dev/contact 2026-06-02 monthly 0.7 https://universalbench.dev/blog 2026-06-02 weekly 0.8 https://universalbench.dev/blog/how-we-reduced-ai-token-costs 2026-06-03 monthly 0.9 https://universalbench.dev/images/ai-token-reduction-96-percent.png 96.5% token reduction on a real log-analysis task https://universalbench.dev/blog/ai-never-ships-broken-code 2026-06-03 monthly 0.9 https://universalbench.dev/images/ai-never-ships-broken-code.png Validation gate blocking code that does not compile https://universalbench.dev/blog/why-token-reduction-beats-prompt-optimization 2026-06-03 https://universalbench.dev/images/token-reduction-vs-prompt-optimization.png Prompt optimization saves 8 percent, moving the work into code saves 96.5 percent https://universalbench.dev/blog/what-mcp-security-actually-takes 2026-06-03 https://universalbench.dev/images/mcp-security-controls.png MCP security controls: blocked internal and wallet requests, allowed request passes https://universalbench.dev/blog/ai-agents-lie-about-success 2026-06-03 https://universalbench.dev/images/ai-agent-success-verification.png AI agent reporting success while a step is skipped, showing why verification matters https://universalbench.dev/blog/why-ai-agent-costs-spiral 2026-06-03 https://universalbench.dev/images/ai-agent-cost-cap.png AI agent spend hitting a cost cap and flattening instead of running away https://universalbench.dev/blog/how-to-connect-a-code-running-tool-to-your-ai 2026-06-03 https://universalbench.dev/images/connect-ai-tool-one-url.png Connect one URL to give your AI the ability to run code, search, and use a database https://universalbench.dev/blog/safe-ai-database-access 2026-06-03 monthly 0.8 https://universalbench.dev/images/safe-ai-database-access.png Diagram showing a safe boundary between an AI and a production database with vault, cost cap, and network limit controls https://universalbench.dev/blog/ai-workflows-that-outlast-the-model 2026-06-03 monthly 0.8 https://universalbench.dev/images/ai-workflows-that-outlast-the-model.png Diagram of a stable AI workflow with three swappable model chips above and three stable customer system tiles below https://universalbench.dev/blog/why-ai-agents-need-their-own-audit-trail 2026-06-03 monthly 0.8 https://universalbench.dev/images/why-ai-agents-need-their-own-audit-trail.png One AI action at center, six audit field cards around it (prompt, context, considered, called, cost, outcome) https://universalbench.dev/blog/why-your-ai-should-not-log-in-as-you 2026-06-03 monthly 0.8 https://universalbench.dev/images/why-your-ai-should-not-log-in-as-you.png Side-by-side: AI sharing your login (anti-pattern) vs AI with its own scoped short-lived identity (correct pattern) https://universalbench.dev/blog/when-ai-agents-need-human-approval 2026-06-05 monthly 0.8 https://universalbench.dev/images/when-ai-agents-need-human-approval-v2.pngThree tier risk ladder for AI agent actions with a human approval gate below the model https://universalbench.dev/blog/when-ai-agents-delete-production 2026-06-04 monthly 0.8