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For EngineersAI-Ready Developer Path

Build real AI features — not toy demos

Engineers who can ship production AI work are scarce. Sixfactors closes the gap with hands-on practice on the AI stack you actually use: prompts, RAG, agents, evals, MCP, fine-tuning.

12
AI skill domains covered
4×
Retention vs video courses
< 2 wk
From start to first prod ship
Assess Your Team

What you'll actually do

Every lesson ends with working code or a working artifact you keep — not a quiz score.

Prompt engineering with evals
Write prompts, instrument them, measure regressions. Build the discipline that separates demos from production.
RAG that doesn't hallucinate
Chunking strategies, retrieval evaluation, reranking, citation grounding. Build pipelines that hold up on real docs.
Agents you can debug
Tool use, planning, multi-step workflows. Trace every decision, replay failures, write regression tests.
Evals + production rigor
Golden sets, LLM-as-judge, A/B prompts in prod. The engineering practices that make AI features ship-ready.

How the engineer path works

Adaptive assessment first, then targeted practice. No filler.

01

Assess your level

20-minute adaptive assessment across all 12 AI domains. Pinpoints exactly where you're strong and where you're guessing.

02

Practice what matters

AI tutor adapts to your gaps. Real scenarios — write the prompt, ship the RAG, debug the agent. Working code in every session.

03

Prove production skill

Certifications backed by assessed competency, not seat time. Show your team — and your next employer — that you can ship.

Assess · Practice · Certify

SHRMATDLinkedIn LearningWorkdayCornerstoneSCORM CloudCredlyBambooHR
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Stop watching tutorials. Start practicing.

Free 20-minute assessment. See where you stand on the AI stack you actually use.

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