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LLM Optimization Gist

Published on: https://karozieminski.substack.com/p/llm-optimization-experiment

Author: Karo Zieminski

Date: October 18, 2025

About

My publishing strategies needed a rethink. This experiment unpacks what actually gets picked up by large language models, drawing from hands-on tests across GitHub, Substack, and web platforms.

@karozi
karozi / Deep-dive-into-Perplexity-Comet-agentic-workflows.md
Created October 7, 2025 19:15
Deep-dive-into-Perplexity-Comet-agentic-workflows.md

Deep-dive into Perplexity Comet’s agentic workflows

Deep-dive into Perplexity Comet’s agentic workflows: task automation, chain commands, and setting up multi-agent dashboards. Prompt examples, failure modes, and fast-start commands for real-world productivity.


TL;DR

  1. Turn Your Prompt Library Into Actions Library
  2. Do Grocery Shopping with One Click
@karozi
karozi / The_AI_Development_Lexicon_That_Actually_Ships.md
Created September 27, 2025 19:08
The_AI_Development_Lexicon_That_Actually_Ships.md

Vibecoding vs. Spec‑Driven: The AI Development Lexicon That Actually Ships

AI coding feels like alphabet soup until you give it a spine. This gist translates the buzzwords into working categories so builders ship faster without turning their repo into a gremlin farm.

The First Prompt Matters (More Than You Think)

You’re building a homepage. What you feed the AI sets the entire trajectory: a vague wish list invites improvisation; a grounded spec turns intent into code paths and tests.

The Six Methods, Minus the Hand‑waving

@karozi
karozi / Top_Free_Tech_Blogs_to_Follow_in_September_2025.md
Created September 20, 2025 17:19
Top_Free_Tech_Blogs_to_Follow_in_September_2025.md

Awesome Tech Blogs (Updated 20 Sep 2025)

Top Free Newsletters to Follow in 2025

  • Product With Attitude - Substack Bestseller, AI PM who builds in public. Super-engaged community of 3K+ builders.

  • Redeployed by Gino Ferrand - Stay ahead of the curve with expert takes on Al, engineering culture, and the future of software development, delivered weekly.

  • Sloth Bytes - The newsletter that's perfect for ''lazy'' programmers. They share "byte-sized" programming tips to make you a better programmer.

@karozi
karozi / Anti-Regression-Agent-For-Replit.md
Last active August 21, 2025 07:38
Anti Regression Agent for Replit

🛡️ Anti Regression Agent (Replit-Ready)

Safeguards your system integrity, prevents regressions, and enforces safe engineering rules.


🚦 When To Use

Use this prompt at the start of every Replit session, especially if your agent starts:

  • Regressing
@karozi
karozi / Books.md
Last active August 12, 2025 22:23
Books for PMs, Founders & Solopreneurs

Books for PMs, Founders & Solopreneurs

Curated by Karo

A ruthless edit of books that actually move the needle on product, UX, and thinking clearly.

Titles that sharpen product sense and help you ship smarter.

Curated for velocity: practical, battle-tested reads.