surf vault backup: 2026-04-08 18:58:20

Author: VE-surf

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@@ -11,6 +11,6 @@ toc_sticky: true
 
 
 
-![](../_asset/Screenshot_20241208_222021_Kiwi%20Browser.jpg)
+![](../_asset/file-20260408185804789.jpg)
 
 <https://www.xkcd.com/2347/>

…eenshot_20241208_222021_Kiwi Browser.jpg _asset/file-20260408185804789.jpg_asset/Screenshot_20241208_222021_Kiwi Browser.jpg renamed to _asset/file-20260408185804789.jpg _asset/Screenshot_20241208_222021_Kiwi Browser.jpg renamed to _asset/file-20260408185804789.jpg

@@ -1,4 +1,13 @@
-Taming LLMs
+---
+title: 
+tags: 
+date: 2026-04-08
+toc: true
+toc_sticky: true
+---
+
+# Taming LLMs
+
 A Practical Guide to LLM Pitfalls with Open Source Software
 Abstract: The current discourse around Large Language Models (LLMs) tends to focus heavily on their capabilities while glossing over fundamental challenges. Conversely, this book takes a critical look at the key limitations and implementation pitfalls that engineers and technical product managers encounter when building LLM-powered applications. Through practical Python examples and proven open source solutions, it provides an introductory yet comprehensive guide for navigating these challenges. The focus is on concrete problems - from handling unstructured output to managing context windows - with reproducible code examples and battle-tested open source tools. By understanding these pitfalls upfront, readers will be better equipped to build products that harness the power of LLMs while sidestepping their inherent limitations.
 

_posts/2024-12-08xkcd-dependency.md _posts/2024-12-08-xkcd-dependency.md_posts/2024-12-08xkcd-dependency.md renamed to _posts/2024-12-08-xkcd-dependency.md

@@ -19,6 +19,8 @@ toc_sticky: true
 [https://medium.com/@metapgmr/software-is-eating-the-world-all-right-faedbab6d623](https://medium.com/@metapgmr/software-is-eating-the-world-all-right-faedbab6d623)
 
 ## GitHub - serengil/deepface: A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python 
+![](../_asset/file-20260408184923960.jpg)
+
 [https://github.com/serengil/deepface](https://github.com/serengil/deepface)
 
 ## You wouldn't download an AI - by Altay Akkus - Altay's Blog

_posts/2024-12-10reflectonpainting.md _posts/2024-12-10-reflectonpainting.md_posts/2024-12-10reflectonpainting.md renamed to _posts/2024-12-10-reflectonpainting.md

@@ -172,7 +172,7 @@
 - [[_posts/2026-01-27-llmspy.md]]
 - [[_posts/2024-04-04-obsidian-Tag-Script.md]]
 - [[_posts/2023-11-22-Wasmv86Systems.md]]
-- [[_posts/2024-12-13teamllm.md]]
+- [[_posts/2024-12-13-teamllm]]
 - [[_posts/2023-10-16-Navidrome.md]]
 - [[_posts/2023-12-20-VisualizingTransformerLanguageModels.md]]
 - [[_posts/2024-01-07-glitch.md]]
@@ -804,13 +804,13 @@
 - [[_posts/2024-06-10-atlas.nomic.ai.md]]
 - [[_posts/2024-06-09-codellm.md]]
 - [[_posts/2025-06-25lmstudiomcp.md]]
-- [[_posts/2024-12-10reflectonpainting.md]]
+- [[_posts/2024-12-10-reflectonpainting]]
 - [[_posts/2024-04-16_freecol.md]]
 - [[_posts/2025-02-08-ml.md]]
 - [[_posts/2024-03-17_raglocal.md]]
 - [[_posts/2024-02-24-codemate.md]]
 - [[_pages/404.md]]
-- [[_posts/2024-12-08xkcd-dependency.md]]
+- [[_posts/2024-12-08-xkcd-dependency]]
 - [[_posts/2026-01-15-creepylink.com.md]]
 - [[_posts/2024-09-14-onni.md]]
 - [[_posts/2024-06-27-eliza.md]]