Learn To Apply AI / Skill 15 of 16 /
Engineering Deterministic AI Orchestration for Probabilistic LLMs Curated & reviewed by Hendrik Lojek
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Principal & Founder, ForgeShift Advisory
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Playing now Concept · Large Language Models, or LLMs, are inherentl… Concept · 2 min 1:53 Not started Concept · Deterministic AI orchestration is the enginee… Concept 3:45 Not started Module summary Module summary 3:45 Not started Quiz · Let's check your understanding. Which of the … Quiz Saved until you open it 3:45 Not started Concept · The Thin Agent is designed to be spawned, sco… Concept 3:45 Not started Concept · The Fat Platform is the core of the determini… Concept 3:45 Not started Concept · A Thin Skill is not a knowledge base itself, … Concept 3:45 Not started Concept · This architecture yields determinism because … Concept 3:45 Not started Module summary Module summary · 1 min 3:45 Not started Quiz · Which component in the 'thin agent / fat plat… Quiz · 1 min Saved until you open it 3:59 Not started Concept · The first rule is 'Platform over improvisatio… Concept · 1 min 4:13 Not started Concept · Next, 'Hooks govern every tool call'. Pre- an… Concept · 1 min 4:27 Not started Quiz · Which of the following best describes the 'Pl… Quiz · 1 min Saved until you open it 4:41 Not started Concept · The third rule is 'Agents are disposable; sta… Concept · 1 min 4:54 Not started Concept · Fourth, 'Context is a budget, not a workspace… Concept · 1 min 5:08 Not started Concept · Finally, 'Roles are enforced, not assumed'. O… Concept · 1 min 5:22 Not started Module summary Module summary · 1 min 5:36 Not started Quiz · Which of the following best exemplifies the '… Quiz · 1 min Saved until you open it 5:50 Not started Concept · The core idea is that markdown is a suggestio… Concept 6:04 Not started Concept · A gate checks every action before it runs. Be… Concept 6:04 Not started Concept · Configuration is exact values, not adjectives… Concept 6:04 Not started Scenario · You are overseeing an AI agent designed to op… Scenario 6:04 Not started Module summary Module summary · 1 min 6:04 Not started Quiz · An AI agent is instructed in its prompt: 'Do … Quiz · 1 min Saved until you open it 6:17 Not started Concept · Determinism also comes from process shape. Wo… Concept · 1 min 6:30 Not started Quiz · What is the primary purpose of an 'exit gate'… Quiz · 1 min Saved until you open it 6:43 Not started Concept · The first phase is Setup. This involves workf… Concept · 1 min 6:57 Not started Concept · Next is the Discovery phase. Research runs th… Concept · 1 min 7:10 Not started Concept · The Design phase involves creating a blueprin… Concept · 1 min 7:23 Not started Concept · The Build phase involves every task getting a… Concept · 1 min 7:36 Not started Concept · The Verify phase runs compliance checks, the … Concept · 1 min 7:50 Not started Concept · Finally, the Deliver phase. Changes are merge… Concept · 1 min 8:03 Not started Scenario · An AI agent is tasked with implementing a min… Scenario · 1 min 8:16 Not started Module summary Module summary · 1 min 8:29 Not started Quiz · An AI agent is managing a new product develop… Quiz · 1 min Saved until you open it 8:43 Not started Concept · First, enforcement hooks. PreToolUse and Post… Concept · 1 min 8:56 Not started Concept · Second, persistent state. Sessions, handoffs,… Concept · 1 min 9:09 Not started Quiz · What is the primary benefit of 'persistent st… Quiz · 1 min Saved until you open it 9:22 Not started Concept · Third, background workers. Build-review-criti… Concept · 1 min 9:36 Not started Concept · Fourth, code-graph navigation. A queryable gr… Concept · 1 min 9:49 Not started Concept · A bonus principle is runtime secret injection… Concept · 1 min 10:02 Not started Scenario · An AI orchestrator agent is managing a comple… Scenario · 1 min 10:37 Not started Module summary Module summary · 1 min 11:11 Not started Quiz · An AI agent is tasked with updating a critica… Quiz · 1 min Saved until you open it 11:45 Not started Scenario · You are tasked with designing a deterministic… Scenario · 1 min 12:20 Not started Module summary Module summary · 1 min 12:54 Not started Quiz · You are designing a deterministic orchestrati… Quiz · 1 min Saved until you open it 13:29 Not started Practice · Apply ForgeShift's deterministic orchestratio… Practice Saved until you open it 14:03
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