AgentOps & Production Reliability (LLM-Ops 2.0) teaches operational best practices to deploy, monitor, and maintain reliable large language model driven agent systems at production scale.
Level
Advanced
Duration
8 weeks
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AgentOps & Production Reliability (LLM-Ops 2.0) on Jast Tech is a cutting-edge, industry-ready course designed for engineers and AI practitioners who want to go beyond basic LLM prototypes and build production-grade autonomous AI systems. As generative AI evolves, autonomous agents powered by LLMs are becoming central to workflows across customer support, incident response, automation, and decision support. However, real-world deployments reveal that without structured operational practices, such systems fail unpredictably due to tool failures, lack of observability, cost spikes, or semantic inconsistency. This course combines LLMOps fundamentals with advanced AgentOps paradigms — an operational discipline that extends DevOps and MLOps specifically for agent-centric systems. You’ll learn how to instrument LLM pipelines, enforce reliability guardrails, detect anomalies, conduct root cause analysis, manage multi-agent orchestration, and maintain system resilience at scale. Through hands-on labs, real production case studies, and architecting resilient workflows, you will be able to launch, monitor, and improve autonomous agents reliably, ensuring consistent business outcomes and SLA commitments. Upon completion, you’ll be capable of driving LLM-based systems from prototype to robust, scalable production deployments.
- Solutions Architect
- Technical Consultant
- Implementation Specialist
- System Administrator
- IT Professional
AgentOps & Production Reliability (LLM-Ops 2.0) Curriculum
Introduction to LLMOps & AgentOps
Fundamentals of LLMOps and AgentOps, key differences from DevOps/MLOps, why reliability and operational discipline matter.
Architectural Patterns for Reliable Agents
Common design patterns for building agent systems that scale and remain robust in production.
Observability & Telemetry
Instrumenting LLM and agent workflows for deep visibility and debugging.
Anomaly Detection & Failure Management
Detecting semantic and operational faults in real time.
Root Cause Analysis & Resolution Strategies
Techniques to diagnose and fix agent failures systematically.
Related Courses
Training Roadmap
Seven intentional milestones — from first session to dream job.
Onboarding
- Meet your industry mentor
- Define your goals
- Skill gap assessment
Core Learning
- Live interactive classes
- AI-curated content
- Recorded sessions
Hands-on Practice
- Weekly assignments
- MCQ evaluations
- Module quizzes
Real Projects
- 3 live industry projects
- Portfolio building
- Case studies
Mentorship
- 1:1 doubt sessions
- Peer collaboration
- Expert feedback
Certification
- Exam preparation
- Practice dumps
- Industry-recognised certificate
Career Launch
- Resume crafting
- Mock interviews
- Job placement support
Key Projects
Skills and Tools You Will Learn

Agentic AI

Chatgpt

Machine Learning

SQL

Python

Excel
Available Course Schedules
Select a schedule that works best for you
Starts
10 Oct 2026
Time
09:30 AM – 12:30 PM
Duration
8 weeks
Starts
12 Oct 2026
Time
07:00 AM – 09:00 AM
Duration
8 weeks
Starts
17 Oct 2026
Time
02:00 PM – 05:00 PM
Duration
8 weeks
Starts
19 Oct 2026
Time
08:00 PM – 10:00 PM
Duration
8 weeks
Need a custom schedule?
Our team will craft the perfect batch for you.
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Real Feedback from our candidates
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24/7 Support
Round-the-clock assistance
LinkedIn Profile
Professional profile building
Resume Writing
Expert resume crafting
Alumni Guidance
Mentorship from graduates
Interview Prep
Mock interviews & tips
Live Projects
Real-world experience

Tejas Kumar
Guidewire Developer • Cognizant
"The practical hands-on scenarios and real-world project assignments made all the difference. I was able to clear the technical interviews on my first attempt."

Sakshi Singh
PolicyCenter Specialist • Deloitte
"Excellent mentors with deep industry domain knowledge. The LMS access and 24/7 doubt resolution gave me the confidence to transition into a high-paying role."

Sanjay Patel
ClaimCenter Consultant • PwC India
"This course completely transformed my career trajectory! From resume review to mock interviews, the placement team supported me every step of the way."
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Well-structured, up-to-date curriculum designed by industry experts to build strong fundamentals and advanced knowledge.
Outdated or incomplete curriculum that may not cover current industry needs.
Extensive practical sessions, live demos, and hands-on exercises to ensure real learning.
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Learn from certified professionals with years of industry experience and teaching expertise.
Instructors with limited industry experience or practical knowledge.
Work on real-world projects that enhance problem-solving skills and build a strong portfolio.
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24/7 doubt resolution and personalized guidance from instructors whenever you need it.
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Limited access duration with extra charges for resources.
High-quality training at affordable prices with no hidden costs and flexible payment options.
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Certification Details
AgentOps & Production Reliability (LLM-Ops 2.0) – Associate
- Exam Name
AgentOps & Production Reliability (LLM-Ops 2.0) – Associate
- Duration
130 minutes
- Format
Multiple Choice & Multi-Response
- Passing Score
720 (Scale: 100–1000)
- Level
Associate

Prepare
Top Interview Questions
Curated questions with expert answers to help you ace your next interview.
1. What is AgentOps and why is it important for LLM-based systems?
AgentOps is the operational discipline that manages, monitors, and ensures reliability of autonomous LLM agents in production. It extends DevOps/MLOps with observability, anomaly detection, and lifecycle control, critical for scaling AI reliably.
2. How would you instrument an LLM agent for production observability?
By logging every LLM call with contextual metadata, tracing tool invocations, adding session replays, and capturing metrics like latency, cost, success rates, and errors to support debugging and dashboards.
3. What strategies help an agent degrade gracefully when a tool fails?
Implement fallback behaviors, timeouts, retries with backoff, semantic checks, guardrails, and human-in-the-loop escalation to maintain reliability.
4. Describe how you’d detect semantic failures in an agent workflow.
Use anomaly detection on output patterns, compare against benchmarks, run consistency checks, and analyze guardrail violations in real time.
5. How do you manage versioning of prompts and workflows?
Use structured version control for prompts, store workflow definitions with tags, employ canary releases and shadow deployments, and maintain rollback mechanisms in CI/CD.
Support
Frequently Asked FAQs
Can't find what you're looking for? Reach out to our support team anytime.
Q1: What differentiates AgentOps from standard MLOps?
AgentOps focuses on operational practices specifically for autonomous, tool-using LLM agents, emphasizing observability, anomaly detection, and reliability in ways that traditional MLOps (model lifecycle management) does not fully address.
Q2: Do I need prior DevOps experience?
Basic DevOps understanding helps, but modules cover necessary operational concepts, with practical labs to reinforce learning.
Q3: Will I learn to deploy agents to production?
Yes — the course includes deployment pipelines, automated testing, and production-ready workflows.
Q4: What tools will I use?
You’ll explore telemetry tools, logging frameworks, orchestration SDKs (e.g., AgentOps SDK), and monitoring dashboards.
Q5: Can I apply these skills to non-LLM AI systems?
Many principles (observability, incident response, lifecycle management) generalize to other AI systems, but the focus here is on LLM-driven agents.
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Hyderabad
JastTech
Training & Development Center
91 Springboard Business Hub ,Madhapur LVS Arcade, 71, Jubilee Enclave, HITEC City, Hyderabad,India Telangana 500081
Pune
JastTech
Training & Development Center
Sr. No. 30/2/1, 3rd Floor, Above Rajrshi Shahu Bank & BOB Balaji Nagar, Dhankawadi, Katraj, Pune, Maharashtra 411043
Noida
JastTech
Training & Development Center
B 8, B Block, Sector 2, Noida, Metro Station Rd, near sector 15 Metro, Uttar Pradesh 201301
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