One Interface: Fluid Movement Between LLM and Code | Zbigniew Lukasiak | LLMday Warsaw 2026 Q1
Автор: LLMday
Загружено: 2026-03-03
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LLMday Warsaw 2026 Q1 - February 12
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Chapters
00:00 Intro: Moving Logic Between LLMs and Code
01:18 Prompts vs. Code: Determinism, Cost, and Flexibility
03:26 Why Recursion? Fractal Computation & Tool Loops Aren’t Enough
04:56 Recursive Language Models Paper: Sandboxed Code as a Universal Tool
06:45 Evolutionary Software: Store, Reuse, and Grow Code Over Time
12:06 Core Design Choices: Unified Calling Convention + Stateful Tools
13:16 Approval Harness: Global vs Local Policies for Safe Actions
15:15 Demo Setup: Declarative Projects, Agents, Tools, and Manifests
16:23 Example v1 (LLM-Only): CSV Report Generator Workflow
20:27 Example v2 (Hybrid): Stabilizing Prompts into Python (and Softening Back)
23:23 Project Status, Summary, Resources, and Q&A Wrap-Up
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