A JobTkl Academy course · hosted on jobtkl.com

Designing Software in the AI Era

A complete course on how AI changes software design fundamentals — non-determinism, RAG and agentic architecture, eval-driven testing, token economics, human-AI interaction design, and responsible design. Ten modules, 24 lessons, a hands-on eval-harness lab, and real case studies.

10modules · 24 lessons
1hands-on eval-harness lab
2real design case studies
$0lab tooling cost

Why this course

Ties together every other course in this catalogue — MCP, agent security, cloud, and SOC/SIEM — into one coherent design discipline.

Eval-driven, not vibes-driven

A hands-on lab building a real eval harness — the practice that separates reliable AI features from unpredictable ones.

Architecture, not hype

RAG, agentic workflows, and orchestration patterns covered as genuine engineering trade-offs, not buzzwords.

Responsible by design

Bias, explainability, and trust calibration built into the design process — plus a real case study of it going wrong.

What You'll Actually Achieve

Concrete outcomes, not vague promises — visible here in the free preview before you decide.

📚 Learning Outcomes

  • Build a genuinely functional eval harness for a real structured-output task, including adversarial test cases
  • Correctly distinguish a genuine model failure from a poorly-specified test case
  • Make a targeted fix and verify it caused zero regressions elsewhere in the eval suite

🔬 Lab Outcomes — What You'll Actually Build

  • A real 20-case eval harness including adversarial prompt-injection test cases
  • One documented, targeted fix verified against the full suite with zero regressions

Industry Relevance — JobTkl's Assessment

Our own rubric based on tool currency, real-world grounding, and current hiring signal — not a third-party certification or independently verified score.

Tool/Framework CurrencyEval-driven development is the current, actively-recommended discipline for building reliable AI-integrated software
Real-World GroundingA small but genuinely functional harness — the exact discipline that scales directly as a real eval set grows
Emerging-Skill DemandEval engineering is rapidly becoming a named, hired-for specialization as AI-integrated software matures

Curriculum

Module 1 is free. The rest unlock with a subscription.

One course. One price.

Lifetime access to all 10 modules and future updates.

This course

Designing Software in the AI Era

$49
one-time · paid via Razorpay
  • All 10 modules · 24 lessons
  • Hands-on eval-harness lab
  • Real product-design case study
  • Lifetime access & updates
🎓 JobTkl Academy

All 8 courses

$299
launch bundle · everything in the catalog
  • Every module in every course
  • Cheaper than 5 courses individually
  • New courses added at no extra cost
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