529 posts tagged with "AI agents"
AI agents and autonomous systems
30+ MCP CVEs in Two Months: What the Early-2026 Vulnerability Wave Means for Your Deploy MCP Server's Supply Chain
More than 30 MCP CVEs landed in the first two months of 2026 — most in proxies, registries, and SDKs, not tool code. What the wave teaches teams shipping a deploy MCP server, and the seven-row supply-chain checklist that falls out of it.
MCP's 2026 Enterprise-Readiness Push: Audit Trails, SSO, and Gateway Patterns for Agent Infrastructure You'd Otherwise Build Yourself
MCP hit 97M monthly downloads while shipping without a governance story. What the July 2026 spec hardened, what a production gateway must still add, and what vendors charge for.
MCP Joins the Linux Foundation: What Neutral Governance and Server Cards Mean for Shipping a Deploy Server Today
MCP is now neutral Linux Foundation infrastructure with 97M monthly SDK downloads — here is why that plus the stateless 2026-07-28 spec means you should ship your deploy-from-chat MCP server now, and treat Server Cards as a distribution upgrade, not a blocker.
MCP Multi-Round Trips: Human Approval Gates for Agent-Initiated Production Deploys
MCP's July 2026 release lets a server pause mid-call and ask a human to approve the exact plan before acting. Here is the four-step deploy gate — plan, digest-bound approval, single-use execution, auditable receipt — that replaces standing agent permission.
Your Deploy Agent Doesn't Need 100 Tools in Context: Progressive Discovery for Infrastructure MCP Servers
Connecting a deploy agent to a 100-tool MCP server eats the context window before any work starts. A three-tier catalog design keeps agents sharp, with the numbers and spec grounding to back it.
Your Deploy MCP Server Still Polls in a Loop. The August MCP Roadmap Wants to End That
MCP's August 2026 roadmap makes server-initiated events its top priority. Here is what push delivery changes for deploy-from-chat servers still polling task handles — and whether to build your own event layer now or wait for the standard.
MCP Goes Stateless: What Server Cards and A2A Mean for a Deploy-From-Chat Server
MCP's July 2026 spec deletes protocol sessions, adds Server Card discovery, and pairs with A2A for coordination. Here is how a deploy-from-chat server must redesign its tool contract: explicit handles, declared approval gates, and a Card strangers can trust.
Microsoft Foundry's Agent Optimizer Closed the Loop. Here's the Self-Hosted Parts List.
Microsoft Foundry's Agent Optimizer turns production traces into ranked agent improvements automatically. A stage-by-stage map of the same observe-evaluate-optimize-deploy loop built from self-hosted parts — and why the promotion step belongs in a pull request.
Nixploy Put the MCP Server Inside the PaaS Process: What Deploy-via-MCP Gains (and Risks)
Nixploy serves its MCP endpoint from the same Node process as its dashboard, deploy queue, and API — one auth boundary, one audit log, no state drift. The concrete wins, the failure modes it inherits, and whether every self-hosted PaaS converges on MCP in the box.