Stacks & Streams
One guide per database and BI tool: what breaks with AI, and the governed pattern that works.
9 · Read the guide
Natural-language answers on PostgreSQL: what actually works in 2026
The engine under the region’s SaaS and fintechs. What breaks when you point AI at it — and the governed pattern that works. DEBO status: proven.
Read the guide →Stacks · MySQLAI on MySQL: the dialect traps nobody warns you about
Quoting, sql_mode, case sensitivity, utf8mb4 — four traps that produce silent wrong behavior. The backbone of the region’s HR and e-commerce, handled properly. DEBO status: proven.
Read the guide →Stacks · SQL ServerSQL Server and AI agents: brackets, TOP, and the enterprise reality
Banks, hospitals, manufacturers — legacy ERPs, stored procedures, change boards. What breaks when AI meets T-SQL, and how governed access fits enterprise rules. DEBO status: proven.
Read the guide →Stacks · MongoDBMongoDB and LLMs: why “just ask your documents” is a leak waiting to happen
No schema to audit, pipelines that read like code — the most dangerous stack for AI in 2026, and the projection pattern that makes it safe. DEBO status: adapter on the roadmap.
Read the guide →Stacks · MetabaseMetabase already knows your business rules. Your AI should read them, not guess them.
Saved questions and models are years of business logic in SQL form. Inherit it, don’t rebuild it. DEBO connector: P1, on the roadmap.
Read the guide →Stacks · Power BIPower BI measures are your company’s brain. Here’s how AI finally uses them.
DAX measures, semantic models, and RLS — the enterprise’s ready-made AI context, inherited without shipping rows to any cloud. DEBO connector: P1, on the roadmap.
Read the guide →Stacks · dbtdbt’s semantic manifest is the best AI context nobody is using
A JSON definition of your business, version-controlled and reviewed. The cleanest handoff from data stack to AI. DEBO connector: P1, on the roadmap.
Read the guide →Stacks · LookerLooker and LookML: the join graph your AI is missing
Explores, joins, and measures are the map AI needs to answer correctly. Feed it the model, not the raw tables. DEBO connector: P1, on the roadmap.
Read the guide →Stacks · BI mapTableau, Superset, Redash, Qlik: the honest map of AI-on-BI in 2026
Which BI tools AI can read today, which need work, and which are traps — and what to do if your tool is on the hard list.
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