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Create database agentic module#21

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TaiChi112 merged 1 commit into
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docs/db-agentic-module
Jun 3, 2026
Merged

Create database agentic module#21
TaiChi112 merged 1 commit into
mainfrom
docs/db-agentic-module

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Summary

  • Added Database Agentic Module v1.
  • Wrote agent-safe database application concepts and expanded the labs roadmap.
  • Added a Mermaid workflow for human-approved agent/database operations.

Validation

  • \git diff --check\ passed.
  • \�un run build\ passed.

Notes

  • This PR updates documentation only.
  • This PR does not modify runtime code or dependencies.
  • This PR does not implement runtime AI/database access.

Copilot AI review requested due to automatic review settings June 3, 2026 19:31
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personal-profile-prototype Ready Ready Preview, Comment Jun 3, 2026 7:32pm

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Reviewing files that changed from the base of the PR and between 7c7b3e2 and baad9bc.

📒 Files selected for processing (2)
  • docs/(computer_science)/systems/db/agentic-applications/index.mdx
  • docs/(computer_science)/systems/db/labs/index.mdx
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Pull request overview

This PR expands the database documentation in taichi112.works by introducing a first-pass “agentic database applications” module and refining the database labs roadmap to focus on conceptual, agent-safe workflows.

Changes:

  • Expanded Agentic Database Applications documentation with a safety checklist and a human-in-the-loop Mermaid workflow.
  • Refined Database Labs to be explicitly conceptual and added new lab topics (schema review, query performance thinking, agent-safe workflow).
  • Updated wording/structure to better reflect theory→execution learning goals without requiring a live sandbox.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 4 comments.

File Description
docs/(computer_science)/systems/db/labs/index.mdx Updates the labs roadmap and adds conceptual exercises, including agent-safe operational thinking.
docs/(computer_science)/systems/db/agentic-applications/index.mdx Introduces a new “agentic DB applications” doc with safety principles and an approval workflow diagram.

@@ -1,10 +1,78 @@
---
title: "Agentic Applications"
### Lab 3: Query Performance Thinking
**Goal**: Retrieve nested data efficiently without causing bottlenecks.
- **Mental Exercise**: How do we get a user and all of their active projects in a single step without overwhelming the database (avoiding the N+1 problem)?
- **Execution**: Understand the difference between querying in a loop versus using a proper database Join.

### Lab 4: Agent-Safe Database Workflow
**Goal**: Design a safe approval flow for an AI agent.
- **Mental Exercise**: An AI agent proposes a dangerous query: `DELETE FROM Users WHERE last_login < 2020`. This query is strictly for review training and should not be executed directly.
System-->>User: Request Human Approval
alt Approved
User->>System: Approves Action
System->>Database: Execute Scoped Query
@TaiChi112 TaiChi112 merged commit dcf63b6 into main Jun 3, 2026
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2 participants