Agentic AI Notebook
Phase 25

Identity

~3 min read

Concept & How It Works

  • Key points are in the visual diagram above.

Why Does It Exist?

Without strong identity, agents run as anonymous super-users or share one API key. You cannot enforce RBAC, audit who did what, or revoke access when someone leaves the company.

Real-World Analogy

A corporate ID badge that also limits which doors open — not a shared master key taped under the reception desk.
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Visual Workflows

What is Identity?

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Example

Scenario

An employee opens the internal copilot; OIDC login yields a JWT with `groups: ['engineering']`. The agent uses that token to call GitHub as the user (not as a bot with org-wide admin) and only sees repos the user already has access to.

Solution

In Enterprise AI, apply Identity to this scenario: An employee opens the internal copilot; OIDC login yields a JWT with `groups: ['engineering']`. Identify the inputs, run the technique, validate the output, and note one thing you would monitor in production.

Practice Task

Do this before moving to the next module — reading alone is not enough.

Open the Code Walkthrough below and run it locally. Change one parameter related to Identity (e.g. model, temperature, top_k, or tool name), observe the difference in output, and write 2–3 sentences explaining what changed.

Code Walkthrough

Highlighted lines show where Identity happens in the code.

Identity
1// OIDC middleware  attach identity to agent context  # key line for Identity2app.use(async (req, res, next) => {3  const token = req.headers.authorization?.replace("Bearer ", "");4  const claims = await oidc.verify(token);5  req.agentContext = {6    userId: claims.sub,7    tenantId: claims.tid,8    roles: claims.groups ?? [],9    sessionId: crypto.randomUUID(),10  };11  next();12});

Commands to Remember

Commands to Remember

  • pip install langchain chromadb # enterprise RAG stack
  • pip install python-jose # JWT identity tokens

Common Mistakes

  • Treating Identity as a black box without evaluation
  • Ignoring cost and latency in production
  • Skipping error handling for identity

Cheat Sheet

Quick recap — the most important points from this module.

Cheat Sheet

quick ref
  • Identity
  • OIDC
  • JWT Claims
  • Workload Identity