📰 Dev.to · Mads Hansen

Read-only AI database access is the default for a reason. But eventually teams ask: “What if the...

An AI answer about business data should not be a dead end. If someone asks: “Where did that number...

An AI database agent should not turn one confusing question into an infinite retry loop. When a...

The most dangerous AI database bug is rarely a syntax error. It is the query that works, returns a...

An AI answer from a live database should not end at the sentence. If an assistant says: “MRR is...

The easiest MCP database server to build is also the riskiest: Expose a broad query tool. Point it...

Autonomous agents should not carry permanent database credentials around like a human service...

Natural-language SQL should not go straight from prompt to production query. The generated SQL may...

Natural-language SQL breaks quietly when schema context goes stale. The model may still produce SQL...

Most AI database questions do not need the primary database. They feel urgent because somebody typed...

AI database traffic is bursty by default. A human asks one question. The agent may turn that...

The risky part of natural-language SQL is not always the SQL. It is the moment before SQL, when the...

“Tool failed” is not an error message. It is a debugging tax. When an AI agent queries a database...

The fastest way to make an AI database agent dangerous is to connect it with the same credential a...

An AI answer without provenance is just a confident paragraph. That may be fine for...

The model can understand the question. It should not be trusted to assemble the final executable SQL...

Table names are not business context. An AI database agent can see orders, subscriptions, events,...

A safe query can still return unsafe context. The SQL might be read-only. The role might be...

Not every database question should hit the same source. “What did revenue do last quarter?” can use...

The most dangerous database bug in an AI workflow is often a missing filter. The user asks a...

AI answers can sound current even when the data is not. That is a problem for database-connected...

The dangerous moment in an AI database workflow is not always execution. Often, it is the moment...

Natural-language SQL demos usually stop at the happy path. A user asks a question. The model writes...

A production AI database agent should not always try harder. Sometimes the safest answer is no. Or...