Point your agent at your instance's /mcp endpoint and it can create and promote releases, run runbooks, search task logs to debug failed deploys, and query audit events over HTTP, with no local MCP server to install per machine. Live now on Octopus Cloud and coming to self-hosted Octopus Server in 2026.3; scoped API keys and OAuth for the endpoint are next.
Alongside Gemini 4 Argon, the Gemini macOS app adds a Liquid Glass pill that opens the full Antigravity agent first workspace from inside Gemini. Antigravity via that path needs AI Ultra (Argon itself needs AI Pro+); update to the latest Gemini for Mac to see it…
Daily monorepo merges rose from 2,500 in May to over 30,000 by September as Claude scaled agent work, so a seven person team built Scion—an online, server centric VCS—and migrated off Git in five months alongside Antique code review. CI/research checkouts are about 100× faster and source control CPU/memory about 200× smaller; Scion is internal only and not pitched as a general Git replacement…
The new AWS AI/ML skill is now a core skill in the Agent Toolkit for AWS, letting your coding agent select, train, optimize, and deploy models on SageMaker AI alongside the toolkit's EC2 and Bedrock skills. The toolkit replaces the old AWS Labs skills and plugins as the single supported install path; the skill is free (you pay for resources used) and comes pre installed in SageMaker Studio JupyterLab…
Azure MCP Server 3.0.0 (Oct 12) now fails tool calls that pass dropped options like subscription or retry , creates Storage accounts with Shared Key off and Event Hubs with local auth off, and speaks the stateless MCP 2026 07 28 protocol. Pin @azure/[email protected] and clean up saved agent prompts before upgrading; the MySQL/PostgreSQL query tools are now marked destructive, so use read only if the agent should only look…
GitLab shipped agent orchestration in Duo Agent Platform: goal driven flows ( /goal in Duo CLI, headless, or Agentic Chat) run end to end through review, tests, security scans, and approvals under your identity and policy; Custom Flows are GA and can start from mentions, assignments, or pipelines. Needs GitLab 19.3+ and Duo CLI 9.17+ on Premium/Ultimate; GitLab for Slack and the MCP server are due GA later this month…
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