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📰 Dev.to · Kioi

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Catch MCP Tool-Schema Drift in 10 Minutes (Live Demo + Optional Watch)

Dev.to · Kioi ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago

Catch MCP Tool-Schema Drift in 10 Minutes (Live Demo + Optional Watch)

A hands-on walkthrough with ToolSchema Kit — run a commerce-catalog MCP server, connect Cursor, simulate silent contract drift, and optionally wire DriftGuard f

$Postmortem: \"We'll add MCP monitoring in Q3\" — embedding DriftGuard in the agent loop instead$

Dev.to · Kioi ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago

Postmortem: \"We'll add MCP monitoring in Q3\" — embedding DriftGuard in the agent loop instead

Design postmortem of an abandoned cron+S3 monitoring project — replaced with DriftGuard MCP tools, CI coverage assert, and agent-readable docs.

Postmortem: MCP tool removed over the weekend, detected on scheduled poll (not prod traffic)

Dev.to · Kioi ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago

Postmortem: MCP tool removed over the weekend, detected on scheduled poll (not prod traffic)

How a DriftGuard customer closed a gap their uptime stack and CI never covered — MCP contract drift caught in ~35 minutes instead of 62 hours.

Why Your MCP Integrations Break Silently — And How We Built DriftGuard to Close the Gap

Dev.to · Kioi ⚡ AI Lesson 1mo ago

Why Your MCP Integrations Break Silently — And How We Built DriftGuard to Close the Gap

Optic is gone. oasdiff covers CI. Nobody watches MCP tool schemas or third-party API payloads in production. Here is the market gap we built DriftGuard to solve

Why Your MCP Integrations Break Silently — And How We Built DriftGuard to Close the Gap

Dev.to · Kioi 🏭 MLOps & LLMOps ⚡ AI Lesson 1mo ago

Why Your MCP Integrations Break Silently — And How We Built DriftGuard to Close the Gap

Every integration team has lived the same incident: a dependency changed its contract, nothing failed...