The Enterprise LLM Engineering Vault
Six books. One complete lifecycle. Build → Test → Debug → Deploy.Most LLM content stops at the demo. This vault is about everything after it — the unglamorous engineering that separates a system that impresses in a meeting from one that survives real traffic, real data, and a real on-call rotation.It brings together six focused playbooks that each cover a different seat and a different mode, with almost no overlap — a reference catalog, a debugging method, a patterns library, a shipping program, a QA roadmap, and an LLMOps handbook. Together they're the library a serious LLM team keeps open.The one idea underneath all six: the model is a powerful, stochastic, untrusted component. Reliability — and testability — isn't a property of the model. It's a property of the system and the process you build around it.What's in the vault:1. LLMOps for SDETs: The Complete Engineer's HandbookThe operations-and-quality discipline for engineers responsible for LLM systems in production — pipelines, evaluation, monitoring, and the QA practices that keep probabilistic software reliable over time.2. LLMs for Automation Testers — A Practical AI Roadmap for Modern QA EngineersThe roadmap for QA and automation engineers moving into AI: how to test non-deterministic systems, build eval suites as regression tests, wire them into CI/CD, and red-team for injection, leakage, and bias.3. 7 Days to Production-Ready LLM SystemsA hands-on, day-by-day plan that hardens a working prototype into a production system — one boundary a day, with a definition of done before each next step, and a running example hardened before your eyes.4. The LLM Debugging PlaybookA systematic method for diagnosing and fixing production AI — a repeatable loop plus real case studies, so you can debug failures no catalog could anticipate.5. 90 Minutes to Enterprise LLM EngineeringThe complete mental model and 36 production patterns — from input gateway to eval gate — designed to be read in one focused sitting.6. The Enterprise LLM Problem SolverA field manual of 100 real production problems and their solutions, structured as Symptom → Root Cause → Solution → Production Note.Why buy the vault instead of one book:Each title is independently useful — but together they cover the full arc. Build it right (90 Minutes), find what breaks (Problem Solver), diagnose the unknown (Debugging Playbook), ship the week (7 Days), then test and operate it for the long run (the two SDET/QA handbooks). Your whole team is covered — the engineers who build these systems and the architects who test them.Who it's for: experienced engineers, staff engineers, SDETs, and test architects (roughly 10–20 years) putting LLMs into production and keeping them there. Vendor-neutral, framework-free, decisions over hype.What you walk away with: a complete, reusable operating system for production LLM work — the patterns to build it, the methods to debug it, the plan to ship it, and the QA discipline to prove it works.Instant download · 6 playbooks · PDF · Lifetime access.Contact Me if any problem doubts or Questions feel free to ask any time:LinkedIn Connect : https://www.linkedin.com/in/himanshuai/AI Playbook Store: https://himanshuai.gumroad.com/1:1 Consulting : https://topmate.io/himanshuaiSubstack Newsletter for daily free article: https://himanshuai.substack.com
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