miatz™
Verify a credentialLog inSit ChuunSit Chuun
  • Learners
  • Mentors
  • Business
CoursesApplied AIProgramResidencyPlaygroundsWar RoomsXookAtlasReadiness Check
miatz

The AI-era engineering institute. The machines got fast — we train the drivers. Real work, a daily loop that compounds, and a record that proves you can think.

Toggle theme
Explore
  • Courses
  • Applied AI
  • Program
  • Residency
  • Playgrounds
  • War Rooms
  • Xook
  • Atlas
  • Readiness Check
  • Tokenizer Lab
  • Chunking Lab
  • Prompt Anatomy
  • Calibration Lab
  • All playgrounds →
Learn
  • Courses
  • The Method
  • The Residency
  • Chuun · Entrance Examination
  • Manifesto
  • The Itz'at credential
  • Verified engineers
  • Playground Catalog
  • AI Use-Case Atlas
  • AI Readiness Check
  • Guides
  • Glossary
  • Compare approaches
  • Blog
  • What's New
For teams
  • For Students
  • For Mentors
  • For Business
  • Classroom migration
  • Miatz Index
  • API reference
  • Sit Chuun
  • Log in
Company
  • About
  • Experts
  • Why it's free
  • Pricing
  • FAQ
  • Contact
  • Privacy Policy
  • Terms of Service
  • Your data & privacy requests
  • Grievance redressal
  • Security & disclosure
  • Subprocessors
  • Data Processing Agreement
Take miatz with you

The Android app is live. iOS is on the way.

Available on AndroidGet it on Google Play
Not yet on iPhoneiOS — use the web app

Miatz Private Limited

Registered office:
C-101, Lotus Tower, Arge Urban Bloom, 30/A, 4th Main, 2nd Stage, Yeswanthpur, Bengaluru, Karnataka 560022, India
CIN:
U62013KA2026PTC226418
GSTIN:
29AAVCM3922D1Z6
Phone:
+91 82802 73456
Email:
hello@miatz.com
Website:
miatz.com
Grievance Officer:
Aishwarya · aishwarya@miatz.com · replies within 30 days
© 2026 miatz · Miatz Private Limited · Built in Bangalore·PrivacyTerms

miatz™, Itz'at™, Tuukul™, T'aan™, Kanan™, Xook™ and Chuun™ are trademarks of Miatz Private Limited (registrations in progress) · what the names mean

miatz
AI Engineering · 300-level

Agent Foundations

Sit Chuun — free All modules
AIE-3013 creditscorebadge: agent-iprereqs: AIE-204, AIE-201
Start this course — free

Earn the agent-i credential

What's inside

Sections & lessons

01

Planner-executor loop

  • The core loop: plan, act, observe, re-planconcept45 min
02

Stop conditions & tool-call budgets

  • Designing the ceiling that keeps an agent from burning spendconcept60 min
03

Reading a trace

  • Plan → tool call → observation → next plan, as a scrubbable timelineconcept60 min
04

Trace Detective lab

  • Finding the exact step where the agent brokeconcept90 min
05

Designing an agent persona

  • Persona, tool allowlist, and budget as one definitionconcept45 min
06

Adversarial loop-inducing tasks

  • Five tasks built to make a weak stop condition fail visiblyconcept60 min
07

Human-in-the-loop approval gates

  • Where an agent must stop and askconcept45 min
08

Reasoning inside agent steps

  • Editing one reasoning step and watching the plan forkconcept60 min
09

Quiz: agent-loop judgment

  • Checkpoint on stop conditions and budget designconcept30 min
010

Budget-ticker lab

  • Catching a runaway agent before the step budget hits zeroconcept90 min
011

Build-your-own-agent lab

  • Defining and running a first end-to-end agentconcept90 min
012

Lab + eval-gate: agent + adversarial suite

  • Pass all five loop-inducing tasks (Agent I badge)concept120 min
Start this course — free
Learn it from the inside

This module's playgrounds

  • Agent Builder

    Coming soon

    Watch the planner-executor loop light up, node by node.

    AiAIE-301BYOK AIDeep
    Play it now

  • Reasoning Trace X-Ray

    Coming soon

    Edit one reasoning step mid-thought and watch the answer fork.

    AiAIE-101BYOK AIMedium
    Play it now

  • Trace Detective

    Coming soon

    Find the exact step where the AI agent broke.

    AiAIE-301Browser (JS)Deep
    Play it now

  • Trace Autopsy

    Coming soon

    Watch exactly where the agent went wrong. Every step, exposed.

    AiServerMedium
    Play it now
AI Engineering

Next in this path

Where this specialization goes from here — in (level, code) order.

  • AIE-302

    Multi-Agent Orchestration & HITL

    2 creditselectivebadge: agent-ii
    Start
  • AIE-303

    MCP & Tool Integration

    2 creditselectivebadge: integrator
    Start
  • AIE-304

    AI Security & Red-Teaming

    3 creditselectivebadge: red-teamer
    Start
  • AIE-401

    Evals & Quality Systems

    3 creditscorebadge: evaluator
    Start
  • AIE-402

    LLMOps: Cost, Latency, Observability

    3 creditselectivebadge: operator
    Start
  • AIE-403

    AI System Design

    3 creditselectivebadge: architect
    Start
  • AIE-490

    Capstone: Ship & Evaluate an AI System

    4 creditscapstonebadge: ai-engineer
    Start
Vocabulary

Key concepts in this course

Planner-Executor Loop ReAct Pattern AI Agent Human-in-the-Loop (HITL) Tool Use

Compare related approaches

AI Agents vs Workflows
Optional · watch & try

Go deeper, elsewhere

Hand-picked public explainers and open tools — always optional, never required, never graded.

AI Agents, Clearly ExplainedClean mental model of the plan-act-observe agent loop AI agents explained: Build your first agent in 8 minutesHands-on build of a minimal working agent · ~8 minAI Agents Explained - How They Actually WorkBreaks down planner/executor and tool-call loops AgentSwarms — Learn Agentic AI Hands-OnFree interactive playground for building and observing agent behavior

This module ends in a gate you can fail.

That's what makes passing it mean something. Sit Chuun, get placed, and start earning.

Sit Chuun — free All modules