1. Google ADK tutorial makes long-running pause-and-resume agents a concrete developer workflow - Google published a developer tutorial for building long-running ADK agents that pause, resume, persist state, use event-driven wakeups, and delegate to sub-agents across multi-day business workflows.
2. OpenAI Daybreak brings Codex Security into continuous cyber defense workflows - OpenAI launched Daybreak as a cyber-defense initiative that combines frontier models, Codex as an agentic harness, secure code review, threat modeling, dependency risk analysis, patch validation, and remediation guidance.
3. Claude for Legal releases 20+ MCP connectors and practice-area plugins for high-value legal workflows - Anthropic expanded Claude for the legal industry with 20+ MCP connectors across contract lifecycle, research, document management, e-discovery, data rooms, and 12 practice-area plugins for legal work.
4. Android Gemini Intelligence and AppFunctions create an MCP-like surface for apps to be used by agents - Google announced Gemini Intelligence for Android and AppFunctions, allowing apps to expose services, data, and actions to the OS and agents through natural-language descriptions and MCP-like integration paths.
5. GitHub Copilot usage-based billing creates demand for AI coding cost calculators and budget controls - GitHub announced flex allotments for Copilot Pro and Pro+, a new Max plan, and April usage reports to help users prepare for usage-based billing with GitHub AI Credits on June 1.