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Governance

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  • API changelog tools, compared

    Spec-diff generators, docs platforms with a changelog built in, generic release-notes widgets, and git-native automation: a researched map of what actually produces an API changelog, and where each one falls short.

    Elva Blog8 min read
  • Tools to build governed MCP servers for agents, compared

    A researched map of what actually governs an enterprise MCP server: SDKs that write server code, gateways that add auth and rate limits in front of one, and platforms that generate and host a governed server directly.

    Elva Blog9 min read
  • Board Meeting Minutes Software: What to Look For

    Board and committee minutes have to be defensible. The software job is the record: a full transcript with named speakers, decisions, and owners. A checklist, and where an iPhone fits.

    Superscribe Blog3 min read
  • How teams actually control what AI agents can access

    A researched map of the real tools behind "agent permissions": policy engines, non-human identity platforms, MCP's own OAuth flow, and cloud IAM for agents, four different layers people keep treating as one.

    Elva Blog15 min read
  • How teams maintain API contracts without a manual spec

    A precise map of the tools people reach for to keep an API contract true without hand-writing one: schema-first frameworks, code-reading generators, contract testing, and drift detection, and where each one actually stops.

    Elva Blog10 min read
  • The New MCP Roadmap

    An update on the Model Context Protocol roadmap and focus areas for upcoming specification releases.

    Model Context Protocol (MCP) Blog6 min read
  • How to Choose an AI Agent Platform for Your Team

    A vendor-agnostic evaluation checklist for AI agent platforms: pilot-failure data, six evaluation criteria, governance pressure, and a scorecard you can reuse.

    Construct Computer Blog13 min read
  • Contracts: one API, four audiences

    Partners, internal teams, the public, and agents all need different views of the same endpoints. Contracts make that explicit.

    Elva Blog6 min read
  • The 2026 MCP Roadmap

    The updated Model Context Protocol roadmap for 2026: transport scalability, agent communication, governance maturation, and enterprise readiness, plus guidance on SEP prioritization and how to get involved.

    Model Context Protocol (MCP) Blog6 min read
  • Exploring the Future of MCP Transports

    The Transport Working Group's plan to evolve MCP beyond Streamable HTTP for enterprise-scale remote deployments.

    Model Context Protocol (MCP) Blog6 min read
  • MCP joins the Agentic AI Foundation

    Anthropic is donating MCP to the newly formed Agentic AI Foundation under the Linux Foundation, ensuring vendor-neutral governance for the protocol's future.

    Model Context Protocol (MCP) Blog2 min read
  • SEPs Are Moving to Pull Requests

    SEPs are moving from GitHub Issues to pull requests against the seps/ directory — why, and what changes for contributors.

    Model Context Protocol (MCP) Blog3 min read
  • Building to Last: A New Governance Model for MCP

    Introducing MCP's formal governance model: Specification Enhancement Proposals (SEPs), a maintainer structure, and a community-driven process for evolving the protocol.

    Model Context Protocol (MCP) Blog4 min read

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