Self-paced · Start any time
AI training for software developers
Ship production LLM features: RAG, tool calling, evaluation harnesses, and cost controls — without leaving your existing stack.
Most developer AI courses stop at a chat demo. The gap that costs teams money is everything after the demo: retrieval quality, evaluation, latency budgets, prompt regressions, and token spend. This program is built around that gap, with self-paced modules you can start the day you enrol.
Where most software developers are today
- Wiring an API call to a model and hoping the output holds
- No regression suite when a prompt or model version changes
- Retrieval that returns plausible but wrong context
- Unpredictable per-request cost
What you can do after the program
- Retrieval pipelines with measurable precision and recall
- Automated evaluation gates in CI before prompts ship
- Structured outputs and tool calling with typed contracts
- Cost and latency budgets you can defend in review
Skills covered
RAG architectureEvaluation harnessesTool/function callingVector storesPrompt versioningCost instrumentation
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Questions
Do I need machine learning experience?
No. You need working software engineering experience. The program teaches applied AI engineering, not model research.
How long does it take?
It is fully self-paced with no cohort dates. Most working developers finish in three to six months at a few hours per week.