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Gemini 3.5 Flash: Google's "Budget" Model Outperforms Flagships on Agentic Benchmarks

·1248 words·6 mins

Gemini 3.5 Flash launched at Google I/O on May 19. Google calls it a Flash model — implying budget tier — but at $9/M output tokens it sits between Haiku and Sonnet pricing while hitting 76.2% on Terminal-Bench 2.1 and leading all competitors on MCP Atlas. It does not beat Claude Opus 4.7 on SWE-bench. The benchmark picture is more complicated than Google’s marketing suggests.

From Ghost Text to Autonomous Agent: Five Years of AI Coding Tools

·1502 words·8 mins

Five years ago, GitHub Copilot autocompleted a function and developers argued whether it was cheating. Today, Google says 75%+ of its new code is AI-generated and Claude Opus 4.7 scores 87.6% on SWE-bench Verified. This is the arc — and the rupture nobody predicted.

ServiceNow Build Agent Goes Everywhere: Enterprise MCP Governance for Every AI Coding Tool

·1505 words·8 mins

ServiceNow made Build Agent generally available at Knowledge 2026, extending its core skills into Claude Code, Cursor, Windsurf, GitHub Copilot, OpenAI Codex, and Antigravity via MCP — with enterprise governance, OAuth, audit trails, and a real-time AI Gateway baked in by default. It’s the model for how enterprise platforms will integrate with the agentic coding ecosystem.

AI is Finding 20-Year-Old Bugs Everywhere. Your Stack Is Next.

·1524 words·8 mins

PostgreSQL fixed 11 CVEs in its May 2026 release — unusually high for a project that typically ships 1–4 per quarter. Spring went from 17 CVEs in all of 2025 to 30 in two months. Chrome is up 563% year-to-date. This isn’t a code quality crisis. It’s AI-assisted vulnerability discovery, and it’s systematically sweeping every major open-source project.

Mythos Is Not a Cybersecurity Tool. It's a Geopolitical Weapon.

·1778 words·9 mins

Anthropic’s Mythos can autonomously find and exploit thousands of zero-day vulnerabilities across every major OS and browser. Access is tightly controlled — by a US company, for US-aligned entities. The Atlantic Council calls it more consequential than the Iran war. They’re right. The US just turned AI into a cyberweapon and nobody voted on it.