10 stories tagged with #promptengineering, in publish-time order across the WeSearch catalog. Tag pages update as new stories ingest.
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Prompt Packs Are Dead. Long Live Skills
The freebie Comment "REVOPS ROCKS" and I will DM you my 350 custom prompts. You have...…
Cognitive Architectures of AGI: 7 Patterns That Transform LLMs from Oracles into Thinkers
Why does ChatGPT sometimes deliver brilliant insights and other times produce banalities? The answer lies in cognitive loop architectures - 7 patterns that define how AI agents thi…
AI + TMDB: 3 Passes to Match Torrent Posters — Prompt Iteration With Real Numbers
How to build a 3-pass AI pipeline to match torrent names to TMDB posters. Measured iteration on 290 real entries: from 72 false positives to 9, with exact prompts and results.…
You Can't Prompt Your Way Out of a Hard Constraint
Thursday morning I removed five nodes from my content pipeline. By lunch I understood something about...…
I Built a Python Prompt Orchestrator for Structured LLM Pipelines
Most LLM applications eventually hit the same problem: prompts become unmanageable. At first,...…
The AI That Improves Itself: Autonomous Prompt Iteration Loop
How to measure AI prompt quality, build an automated evaluation harness, and iterate to a quality plateau. 5 versions, 150 roasts, concrete lessons on what AI does systematically a…
From Shell Scripts to MCP Servers: How SEO Broke My Brain (in a Good Way)
I've been doing technical SEO for 20 years. My first "automation" was a shell script that pinged...…
A prompt is not a conversation. It's a component contract.
Most of us use LLMs by trial and error. This post gives you a structure: the building blocks of an...…
AI does exactly what you ask — that's the problem
Bug fix, new feature, refactoring, code review: each dev task has its own prompt template. I tested and scored dozens of formulations — here's what actually works with current AI m…
From Idea to Image: A Practical Midjourney Prompting Guide
A practical Midjourney prompt guide for writing clearer image prompts, using references correctly, and choosing the right parameters for real creative workflows.…