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⚡ AI Lessons

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
The MCP server you choose should pass an exit test
The easiest MCP server to adopt can become the hardest one to leave. The endpoint is not the whole...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
3w ago
A new database connector can return a valid answer and still break the contract
A database connector migration can pass every setup check and still change the answer. The new path...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
One MCP database tool catalog should not fit every team
The easiest MCP database setup is one server, one catalog, every tool visible to every workflow. It...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Your Postgres MCP server needs a production checklist
A Postgres MCP server is easy to demo. The dangerous part is that demos often skip the boring...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
MCP Tool Search does not replace permission design
MCP Tool Search is a good answer to a very real problem: tool catalogs are getting too large to dump...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
The 3 questions every new IT manager asks on day one (and why they're so hard to answer)
It doesn't matter what company you join. The first week as a new IT manager has a predictable...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
The patch that broke everything (and the spreadsheet that caused it)
It was a routine patch cycle. The team pushed updates to what they thought was the full device list....

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
The Monday morning report that should write itself (but doesn't)
Every Monday. Same 6 queries. Copy-paste into a spreadsheet. Send to Slack. Repeat forever. I've...

Dev.to · Mads Hansen
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
Your monitoring stack is lying to you (and you can prove it with SQL)
Pull up your monitoring dashboard. Now open your ticketing system. Now check your deployment...
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