Generative AI · Intermediate

Open lessons chronologically—the early slots embed bundled long-form authoring, while later drills rotate prompt templates and operational checklists seeded per lesson.

← GenAI curriculum Learn hub
Showing page 1 of 6 · 170 lessons total

GenAI Intermediate — 001: Code generation with LLMs

Pair programming patterns, tests, and secure defaults.

Open lesson →

GenAI Intermediate — 002: Agents, tools, and planning

When autonomous loops help and when they need human gates.

Open lesson →

GenAI Intermediate — 003: Structured outputs and JSON mode

Reliable machine-readable responses for pipelines and UIs.

Open lesson →

GenAI Intermediate — 004: Embeddings and semantic search

Vectors for similarity, clustering, and deduplication.

Open lesson →

GenAI Intermediate — 005: Vector databases and ANN indexes

Tradeoffs for approximate nearest neighbor at scale.

Open lesson →

GenAI Intermediate — 006: Cost and latency optimization

Right-size models and caches for your SLAs.

Open lesson →

GenAI Intermediate — 007: Open-weight vs API models

Governance, customization, and operational burden.

Open lesson →

GenAI Intermediate — 008: Data ethics and training provenance

Transparency, consent, and bias in datasets powering GenAI.

Open lesson →

GenAI Intermediate — 009: Deployment patterns for GenAI

From shadow IT to governed internal services.

Open lesson →

GenAI Intermediate — 010: pair eval slices on `Cross-team prompt governance` — memo `229441 [10]`

Hands-on `Cross-team prompt governance` escalation rehearsal. mix `86542`; digest `Cross-team prompt governance`.

Open lesson →

GenAI Intermediate — 011: sequence human gates on `RAG design trade spaces` — memo `355963 [11]`

Hands-on `RAG design trade spaces` escalation rehearsal. mix `107770`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 012: pair eval slices on `RAG design trade spaces` — memo `34912 [12]`

Bench `RAG design trade spaces` with templated artefacts. mix `150882`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 013: sequence human gates on `RAG design trade spaces` — memo `687662 [13]`

Teaching `RAG design trade spaces` with operational nouns. mix `80762`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 014: pair eval slices on `RAG design trade spaces` — memo `398649 [14]`

Hands-on `RAG design trade spaces` escalation rehearsal. mix `125379`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 015: design rollback levers on `RAG design trade spaces` — memo `742445 [15]`

Incident-shaped `RAG design trade spaces` walkthrough. mix `181514`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 016: iterate incident comms on `RAG design trade spaces` — memo `807295 [16]`

Annotated `RAG design trade spaces` system prompt adjacent drill. mix `195080`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 017: codify escalation ladders on `RAG design trade spaces` — memo `228491 [17]`

Bench `RAG design trade spaces` with templated artefacts. mix `88174`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 018: sequence human gates on `RAG design trade spaces` — memo `623685 [18]`

Incident-shaped `RAG design trade spaces` walkthrough. mix `133185`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 019: quantify hallucination fallout on `RAG design trade spaces` — memo `134849 [19]`

Hands-on `RAG design trade spaces` escalation rehearsal. mix `132978`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 020: design rollback levers on `RAG design trade spaces` — memo `470383 [20]`

Deterministic `RAG design trade spaces` practise lab. mix `213286`; digest `RAG design trade spaces`.

Open lesson →

GenAI Intermediate — 021: pair eval slices on `Adapter calculus vs prompting` — memo `851716 [21]`

Deterministic `Adapter calculus vs prompting` practise lab. mix `215464`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 022: simulate degraded retrieval on `Adapter calculus vs prompting` — memo `429959 [22]`

Deterministic `Adapter calculus vs prompting` practise lab. mix `122891`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 023: chart token inflation on `Adapter calculus vs prompting` — memo `861051 [23]`

Runnable `Adapter calculus vs prompting` policy-adjacent note. mix `177935`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 024: chart token inflation on `Adapter calculus vs prompting` — memo `868844 [24]`

Deterministic `Adapter calculus vs prompting` practise lab. mix `179318`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 025: pair eval slices on `Adapter calculus vs prompting` — memo `663049 [25]`

Teaching `Adapter calculus vs prompting` with operational nouns. mix `173166`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 026: design rollback levers on `Adapter calculus vs prompting` — memo `269881 [26]`

Bench `Adapter calculus vs prompting` with templated artefacts. mix `242316`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 027: trace retrieval drift on `Adapter calculus vs prompting` — memo `48276 [27]`

Bench `Adapter calculus vs prompting` with templated artefacts. mix `246286`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 028: trace retrieval drift on `Adapter calculus vs prompting` — memo `191919 [28]`

Bench `Adapter calculus vs prompting` with templated artefacts. mix `239646`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 029: debate multimodal quotas on `Adapter calculus vs prompting` — memo `750062 [29]`

Deterministic `Adapter calculus vs prompting` practise lab. mix `240345`; digest `Adapter calculus vs prompting`.

Open lesson →

GenAI Intermediate — 030: chart token inflation on `Adapter calculus vs prompting` — memo `267977 [30]`

Hands-on `Adapter calculus vs prompting` escalation rehearsal. mix `247307`; digest `Adapter calculus vs prompting`.

Open lesson →