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74 posts tagged with "Model Context Protocol"

Content about the Model Context Protocol (MCP)

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OpenAI Adopted Anthropic's Agent Skills Format in 48 Hours — What That Means for Your Deploy Runbooks
·Dora Noda·8 min

OpenAI Adopted Anthropic's Agent Skills Format in 48 Hours — What That Means for Your Deploy Runbooks

OpenAI adopted Anthropic's Agent Skills packaging format within 48 hours of its release, not just its MCP protocol. Here's what that convergence changes about writing a portable runbook Skill instead of a bespoke one.

AI agents
Model Context Protocol
PaaS
self-hosting
+1
Vercel Shipped an Official MCP Server. Here's Every Tool It Refuses to Give Your Agent
·Dora Noda·8 min

Vercel Shipped an Official MCP Server. Here's Every Tool It Refuses to Give Your Agent

Vercel's official MCP server took a year to gain its first write tool — and it still can't touch an existing project's env vars, domains, or a rollback. A tool-by-tool audit of the agent-ops bar the market leader actually set.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
The AI Rollback Paradox: 81% of the Best-Governed Teams Pulled Their Agents Anyway
·Dora Noda·9 min

The AI Rollback Paradox: 81% of the Best-Governed Teams Pulled Their Agents Anyway

Sinch's 2026 survey found 74% of enterprises rolled back a live AI agent — and the best-governed teams rolled back the most, at 81%. Here's what that means for building rollback into an MCP deploy surface as a cheap default instead of another approval gate.

AI agents
Model Context Protocol
governance
self-hosting
+1
Your Deploy Agent's Sandbox Will Die Mid-Rollout — Here's How Its MCP Server Should Survive That
·Dora Noda·8 min

Your Deploy Agent's Sandbox Will Die Mid-Rollout — Here's How Its MCP Server Should Survive That

MCP's July 2026 spec update made the protocol stateless — which means the burden of surviving a crashed sandbox now falls entirely on the MCP server. Here's the Postgres checkpoint design, borrowed from LangGraph, that a deploy-from-chat PaaS needs to make a multi-step rollout outlive the agent that started it.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
Designing upgrade_cluster: An MCP Tool Contract for Fleet-Wide Kubernetes Node Upgrades
·Dora Noda·9 min

Designing upgrade_cluster: An MCP Tool Contract for Fleet-Wide Kubernetes Node Upgrades

A deploy/rollback MCP tool that goes wrong costs a bad release. An upgrade_cluster tool that goes wrong can leave a fleet straddling a Kubernetes version-skew boundary mid-drain. Here's a concrete tool contract — plan mode, per-node health gates, and a hard stop — for handing an agent that authority safely.

Model Context Protocol
Kubernetes
AI agents
self-hosting
+1
The Rollback Floor: Designing a Deploy-From-Chat MCP Server That Can't Roll Back Too Far
·Dora Noda·9 min

The Rollback Floor: Designing a Deploy-From-Chat MCP Server That Can't Roll Back Too Far

A dashboard's rollback button only ever offers 'go back one.' An MCP tool wrapping the same API can't assume that restraint — here's a concrete tool contract, server-side floor, and audit schema that stop an agent from rolling back past the last known-good release.

Model Context Protocol
AI agents
security
self-hosting
+1
MCP's '10,000 Connections at Sub-50ms' Claim Is True — and Doesn't Mean What You Think
·Dora Noda·9 min

MCP's '10,000 Connections at Sub-50ms' Claim Is True — and Doesn't Mean What You Think

The 2026 benchmark headline about MCP servers handling 10,000 connections at sub-50ms is technically true and mostly beside the point. Here's what a production deploy-from-chat MCP server actually needs when a fleet of agents, not one chat session, is calling it.

Model Context Protocol
AI agents
PaaS
scalability
+1
MCP's Tasks Extension Is Built for Work That Outlives a Single HTTP Request — Exactly the Shape of a Deploy
·Dora Noda·9 min

MCP's Tasks Extension Is Built for Work That Outlives a Single HTTP Request — Exactly the Shape of a Deploy

MCP's July 2026 spec ships a Tasks extension so a deploy tool call can outlive a single HTTP request — here's how tasks/get polling beats the hand-rolled deploy_status workaround every deploy-from-chat integration had to invent before it.

Model Context Protocol
AI agents
self-hosting
PaaS
Wassette Runs MCP Tools as WebAssembly, Not Containers: What That Actually Buys a Self-Hosted Fleet
·Dora Noda·8 min

Wassette Runs MCP Tools as WebAssembly, Not Containers: What That Actually Buys a Self-Hosted Fleet

Microsoft's Wassette runs MCP tools as WebAssembly Components with deny-by-default WASI permissions instead of a container or a Firecracker microVM. Here's what the microsecond instantiation and policy.yaml grants actually buy a self-hosted fleet — and the GPU access, fork(), and resource-quota gaps that still mean a heavier sandbox for everything else.

Model Context Protocol
AI agents
security
self-hosting
+1
Showing 10–18 of 74 posts