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74 posts tagged with "Model Context Protocol"

Content about the Model Context Protocol (MCP)

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Your MCP Server Lost Its Confirmation Prompt on July 28: Rebuilding the Delete Gate on input_required
·Dora Noda·13 min

Your MCP Server Lost Its Confirmation Prompt on July 28: Rebuilding the Delete Gate on input_required

The 2026-07-28 MCP spec deleted server-initiated requests, and with them the only way a destructive tool could stop and ask a human. Here is the replacement on the wire: a delete_service gate built on resultType input_required, the signed requestState ticket that survives a round-robin load balancer, and the once-only guarantee the protocol makes your problem.

Model Context Protocol
AI agents
security
infrastructure
+1
AWS DevOps Agent Goes GA But Still Can't Deploy the Fix: The Diagnose-Not-Act Line
·Dora Noda·10 min

AWS DevOps Agent Goes GA But Still Can't Deploy the Fix: The Diagnose-Not-Act Line

AWS DevOps Agent reached GA finding root causes in minutes — but it still refuses to execute the fix. Why every enterprise agentic-ops vendor stops at diagnosis, and the five pieces of platform machinery needed before an AI agent can safely deploy the rollback itself.

AI agents
Enterprise AI
PaaS
infrastructure
+1
Coolify v4 Shipped an MCP Server. Dokploy Didn't. The Self-Hosted PaaS Race Just Split in Two
·Dora Noda·10 min

Coolify v4 Shipped an MCP Server. Dokploy Didn't. The Self-Hosted PaaS Race Just Split in Two

Coolify's v4.x releases made a native MCP server its headline differentiator while Dokploy stayed deliberately minimal. A side-by-side comparison of both platforms — idle RAM, install, MCP surface — and why agent-operability's real cost is API discipline, not footprint.

self-hosting
PaaS
Model Context Protocol
AI agents
+1
Sprites Speak MCP: When the Agent Sandbox Becomes a Tool the Agent Calls Itself
·Dora Noda·12 min

Sprites Speak MCP: When the Agent Sandbox Becomes a Tool the Agent Calls Itself

Fly.io's Sprites now expose their full lifecycle over MCP, so agents provision disposable machines from inside their own loop. Here is the six-tool sandbox contract — create, exec, checkpoint, restore, destroy, list — and the quotas, TTLs, and per-tenant budgets a self-hosted platform needs before the agent becomes the capacity planner.

AI agents
Model Context Protocol
PaaS
self-hosting
+1
MCP Just Passed 22,000 Servers. Almost None of Them Can Deploy Anything.
·Dora Noda·9 min

MCP Just Passed 22,000 Servers. Almost None of Them Can Deploy Anything.

MCP has 22,000+ servers and 97M monthly downloads, but almost all of them are read-only lookups. Here's what idempotent deploys, rollback, and audit logging actually require from the ones that aren't.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
MCP's Stateless Core Just Shipped: What a Deploy-From-Chat MCP Server Gets to Delete
·Dora Noda·9 min

MCP's Stateless Core Just Shipped: What a Deploy-From-Chat MCP Server Gets to Delete

MCP's biggest spec rewrite since launch went final on July 28, 2026, killing the session model a deploy/rollback MCP server used to need. A concrete before/after of what infrastructure gets deleted and what still has to run.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
MCP's Stateless Core Just Shipped: What a Deploy-From-Chat MCP Server Gets to Delete
·Dora Noda·9 min

MCP's Stateless Core Just Shipped: What a Deploy-From-Chat MCP Server Gets to Delete

MCP dropped protocol-level sessions on July 28, 2026 — deleting the sticky routing and shared session store a self-hosted deploy/rollback MCP server used to need, and adding a formal lifecycle policy worth pinning to.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
MCP's Tasks Extension Kills the Deploy-and-Poll Hack — But Idempotency Is Still Your Job
·Dora Noda·9 min

MCP's Tasks Extension Kills the Deploy-and-Poll Hack — But Idempotency Is Still Your Job

MCP's new Tasks extension finally standardizes the poll-for-status hack every deploy MCP server reinvents — but idempotency, cancellation, and state ownership are gaps the spec leaves for the platform to close itself.

Model Context Protocol
AI agents
PaaS
self-hosting
+1
The Mexico Breach Wasn't a Jailbreak. It Was a File Claude Reloaded on Every Run
·Dora Noda·10 min

The Mexico Breach Wasn't a Jailbreak. It Was a File Claude Reloaded on Every Run

A single attacker jailbroke Claude Code once, then breached nine Mexican government agencies across 34 sessions without ever repeating the jailbreak — because Claude wrote its own jailbroken instructions into a file it auto-loads every run. Here's the exact mechanism, and what it means for any agent-operated deploy pipeline that trusts persisted state.

security
AI agents
Model Context Protocol
Claude
+1
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