Google introduces Antigravity 2.0: updated desktop app, CLI, and SDK. Google ships Antigravity 2.0 with a desktop app, CLI, and SDK to orchestrate multiple agents and build custom agent workflows. Outcome engineers get an opinionated dev suite for local parallel orchestration and managed runtimes — a practical starting point for production agent pipelines (Principles 09 & 07).

Claude agents can finally connect to enterprise APIs without leaking credentials. Anthropic adds self‑hosted sandboxes and MCP tunnels so Claude Managed Agents can call enterprise APIs without exposing credentials. That fixes a core connector risk for agentic systems and makes real-world integrations (ERP, CRM, internal services) safer to automate (Principles 07, 09, 14).

Show HN: Forge — Guardrails lift an 8B model from 53% to 99% on agentic tasks. Forge demonstrates that guardrails plus VRAM‑aware context management can raise an 8B model’s success on multi‑step agent workflows from 53% to 99%. The result is a repeatable lesson: careful runtime guards and context engineering can make smaller self‑hosted models viable for dependable agent behavior (Principles 06, 10, 09).

MI9 introduces runtime governance for agentic AI. MI9 offers real‑time telemetry, dynamic authorization, and graduated containment to govern agentic AI in production, aimed at regulated environments. Use this as a blueprint for continuous authorization and semantic telemetry — essential controls when you move agents from demo to live operation (Principles 10, 14, 15).

Pierce Freeman Releases Browser for AI Agents. Rotunda is an open‑source browser built to host and serve AI agents inside developer workflows. It provides a concrete runtime and UI surface for deploying, testing, and observing agent interactions — a useful platform when you need legible landscapes and reproducible artifacts for outcome delivery (Principles 06 & 07).