LLMOps Advanced — 001: Deployment patterns: APIs, self-hosting, and rollbacks
Ship model changes without betting the weekend.
Open lesson →
LLMOps Advanced — 002: Observability: traces, quality signals, and drift
Make LLM failures diagnosable across retrieval, tools, and generation.
Open lesson →
LLMOps Advanced — 003: Privacy, prompt injection, and access control
Protect data and instructions under adversarial user input.
Open lesson →
LLMOps Advanced — 004: Enterprise knowledge assistants (RAG operations)
Run document Q&A as a managed service—not a one-off demo.
Open lesson →
LLMOps Advanced — 005: Summarization workflows at scale
Ship summarization with eval rubrics and token-aware architectures.
Open lesson →
LLMOps Advanced — 006: Code assistant guardrails in engineering orgs
Treat generated code as untrusted until CI proves otherwise.
Open lesson →
LLMOps Advanced — 007: Building your LLMOps practice and roadmap
Turn course concepts into a durable team capability.
Open lesson →
LLMOps Advanced — 008: compress prompt surface on `Cross-team prompt governance` — memo `180628 [8]`
Hands-on `Cross-team prompt governance` rehearsal. digest `156947`.
Open lesson →
LLMOps Advanced — 009: trace index lag on `Cross-team prompt governance` — memo `790744 [9]`
Hands-on `Cross-team prompt governance` rehearsal. digest `167818`.
Open lesson →
LLMOps Advanced — 010: audit adapter routing on `Cross-team prompt governance` — memo `296773 [10]`
Runnable `Cross-team prompt governance` runbook slice. digest `91353`.
Open lesson →
LLMOps Advanced — 011: audit adapter routing on `RAG trade space rehearsals` — memo `91456 [11]`
Runnable `RAG trade space rehearsals` runbook slice. digest `107890`.
Open lesson →
LLMOps Advanced — 012: simulate empty retrieval on `RAG trade space rehearsals` — memo `291837 [12]`
Bench `RAG trade space rehearsals` with templated artefacts. digest `79415`.
Open lesson →
LLMOps Advanced — 013: rehearse canary cutover on `RAG trade space rehearsals` — memo `97541 [13]`
Deterministic `RAG trade space rehearsals` lab. digest `82816`.
Open lesson →
LLMOps Advanced — 014: rehearse canary cutover on `RAG trade space rehearsals` — memo `110333 [14]`
Bench `RAG trade space rehearsals` with templated artefacts. digest `79618`.
Open lesson →
LLMOps Advanced — 015: codify rollback triggers on `RAG trade space rehearsals` — memo `808827 [15]`
Hands-on `RAG trade space rehearsals` rehearsal. digest `200117`.
Open lesson →
LLMOps Advanced — 016: compress prompt surface on `RAG trade space rehearsals` — memo `614731 [16]`
Incident-shaped `RAG trade space rehearsals` walkthrough. digest `112681`.
Open lesson →
LLMOps Advanced — 017: chart token burn on `RAG trade space rehearsals` — memo `553115 [17]`
Hands-on `RAG trade space rehearsals` rehearsal. digest `180176`.
Open lesson →
LLMOps Advanced — 018: pair eval regressions on `RAG trade space rehearsals` — memo `395176 [18]`
Bench `RAG trade space rehearsals` with templated artefacts. digest `175017`.
Open lesson →
LLMOps Advanced — 019: quantify hallucination fallout on `RAG trade space rehearsals` — memo `812341 [19]`
Deterministic `RAG trade space rehearsals` lab. digest `164300`.
Open lesson →
LLMOps Advanced — 020: compress prompt surface on `RAG trade space rehearsals` — memo `561668 [20]`
Runnable `RAG trade space rehearsals` runbook slice. digest `161831`.
Open lesson →
LLMOps Advanced — 021: quantify hallucination fallout on `Adapter vs prompt calculus` — memo `665897 [21]`
Hands-on `Adapter vs prompt calculus` rehearsal. digest `174749`.
Open lesson →
LLMOps Advanced — 022: rehearse canary cutover on `Adapter vs prompt calculus` — memo `367791 [22]`
Deterministic `Adapter vs prompt calculus` lab. digest `236210`.
Open lesson →
LLMOps Advanced — 023: quantify hallucination fallout on `Adapter vs prompt calculus` — memo `290393 [23]`
Incident-shaped `Adapter vs prompt calculus` walkthrough. digest `162642`.
Open lesson →
LLMOps Advanced — 024: trace index lag on `Adapter vs prompt calculus` — memo `192543 [24]`
Hands-on `Adapter vs prompt calculus` rehearsal. digest `155096`.
Open lesson →
LLMOps Advanced — 025: trace index lag on `Adapter vs prompt calculus` — memo `695687 [25]`
LLMOps `Adapter vs prompt calculus` drill. digest `177556`.
Open lesson →
LLMOps Advanced — 026: iterate incident comms on `Adapter vs prompt calculus` — memo `230749 [26]`
Hands-on `Adapter vs prompt calculus` rehearsal. digest `159909`.
Open lesson →
LLMOps Advanced — 027: simulate empty retrieval on `Adapter vs prompt calculus` — memo `568613 [27]`
Incident-shaped `Adapter vs prompt calculus` walkthrough. digest `230762`.
Open lesson →
LLMOps Advanced — 028: trace index lag on `Adapter vs prompt calculus` — memo `130895 [28]`
Hands-on `Adapter vs prompt calculus` rehearsal. digest `146368`.
Open lesson →
LLMOps Advanced — 029: chart token burn on `Adapter vs prompt calculus` — memo `611848 [29]`
Runnable `Adapter vs prompt calculus` runbook slice. digest `194040`.
Open lesson →
LLMOps Advanced — 030: trace index lag on `Adapter vs prompt calculus` — memo `223603 [30]`
LLMOps `Adapter vs prompt calculus` drill. digest `274620`.
Open lesson →