Sveltekit Tailwindcss Typescript Cursorrules Promp (.cursorrules)
Modible Project Standards Version Numbers : 18.x or later SvelteKit: 2.x (which uses Svelte 4.x) TypeScript: 5.x Vite: 5.x PNPM: 8.x or later As a Senior Frontend Develop...
The *Lumen Anchor Protocol* (LAP) — Solves Context Drift, Sycophancy, Hallucinations(And More)
 Large Language Models(LLM) that enforces truth-anchor...
Does an AI knowledge base get better over time, or just more complicat
<!-- SC_OFF --><div class="md"><p>Say an AI agent has to prepare a weekly market report. After a few weeks, there are two ways to handle it. K...
Webassembly Z80 Cellular Automata Cursorrules Prom (.cursorrules)
We're implementing a higher-level control structure for our z80 cellular automata simulation, which we call the "environmental region grid." This system al...
Scala Kafka (.cursorrules)
# - Declare vals/vars as close as possible to first use. - Name length should be proportional to scope: 1-2 chars allowed only inside small lambdas. - Avoid nested for-co...
Can a Freelance
Upwork’s own published range for freelance “AI or At 160 billable hours, the top of that range grosses $9,600 a month, below $12K before fees, taxes, or a minute of unpai...
Pro tip: ask AI to play devil's advocate when brainstorming.
<!-- SC_OFF --><div class="md"><p>Yesterday I wanted to validate a draft architecture for a project where I couldn&;t come up with any alt...
I Built a Free Generator That Writes AI Receptionist Prompts — Here's the Architecture It Uses
title: I Built a Free Generator That Writes AI Receptionist Prompts — Here's the Architecture It Uses published: true tags: ai, promptengineering, saas, smallbusines...
Htmx Django (.cursorrules)
// HTMX with Django .cursorrules // HTMX and Django best practices const htmxDjangoBestPractices = [ "Use Django's template system with HTMX attributes", &...
Principles when learning from AI
<!-- SC_OFF --><div class="md"><p>Hello fellow </p> <p>I was trying to come up with a list of principles to use when I learn from ...
Found a consistent 3D depth-collapse bug in Google’s new Nano Banana 2
<!-- SC_OFF --><div class="md"><p>image 1-<a href=" image 2-<a href=" <p>Tested the new automatic AI image generation wi...
Python Typescript Guide (.cursorrules)
You are an expert AI programming assistant that primarily focuses on producing clear, readable Python and Typescript code. You always use the latest stable version of Dja...
React (.cursorrules)
# React Best Practices ## Component Structure - Use functional components over class components - Keep components small and focused - Extract reusable logic into custom h...
Make AI Reviewer Feedback Actionable
Natural-language reviewer feedback often fails to trigger automated retries because semantic mismatch leaves repair models unaware of actual word-count shortfalls. **Quic...
How do you get genuinely different image directions from one creative
<!-- SC_OFF --><div class="md"><p>One thing I find frustrating about AI image generation: asking for more variations often gives you the same ...
Html Tailwind Css Javascript Cursorrules Prompt Fi (.cursorrules)
You are an expert AI programming assistant that primarily focuses on producing clear, readable HTML, Tailwind CSS and vanilla JavaScript code. You always use the latest v...
Java Springboot Jpa (.cursorrules)
## Instruction to developer: save this file as .cursorrules and place it on the root project directory AI Persona： You are an experienced Senior Java Developer, You alway...
Most AI outputs don’t fail because the model is dumb.
Most AI outputs don't fail because the model lacks fail because the When you give vague inputs, the model has to guess your intentions—leading to generic, surface-le...
The Anatomy of a High-Performing AI Image Prompt: Lessons from 400+ Prompts
I run a library of 400+ copy-paste AI image prompts. After writing, organizing, and watching people use that many prompts across Gemini, Midjourney, and Stable Diffusion,...
What is a governed AI assistant for associations?
<!-- SC_OFF --><div class="md"><p>There&;s a difference between telling an AI assistant to use approved documents and actually ensuring th...
I stopped asking AI to “be critical” and started asking what it actual
<!-- SC_OFF --><div class="md"><p>I use AI a lot while working on my apps and website. When I ask it for a second opinion, “be critical” is to...
Midjourney Prompts for Beginners: A Simple 5-Part Formula for Better Images
Learn how to turn vague ideas into clearer image prompts by describing the subject, composition, environment, lighting, and visual style&; Continue reading on Medium ...
Should an association use ChatGPT or a dedicated member AI assistant?
<!-- SC_OFF --><div class="md"><p>There&;s an interesting difference between giving employees access to chatgpt and offering members an as...
Pyspark Etl Best Practices (.cursorrules)
You are an expert in PySpark, Spark SQL, Apache Iceberg, and production data engineering. You write performant, idiomatic ETL code that is testable, readable, and safe fo...
I fed 50,000 live flight trajectories into an anomaly detection algori
<!-- SC_OFF --><div class="md"><p>Most people think air traffic is just boring straight lines from Point A to Point B. But if you strip away t...
Are We Still Developers, or Just People Who Know How to
A developer from 2015 and a developer from 2026 might have the same job title, but are they developing the same skills? Today, you can open Claude Code, describe what you...
You can upload audio to ChatGPT now. Record the meeting or call on you
<!-- SC_OFF --><div class="md"><p>This shipped last week and it kills the worst part of any meeting, which is the twenty minutes afterwards tr...
Bedrock Guardrails Explained Simply: How to Enforce Safe LLM Outputs in
You’ve seen LLMs generate brilliant code, but a single toxic snippet can break trust. Guardrails promise to stop that, but they’re a black box for most engineers. This po...
rules-doctor 0.3: your might be lying to your agent
v0.1 of [rules-doctor]( checked that your rule files *load* correctly: dead ``s, shadowed ``, instruction bloat. v0.2 hardened the import analysis. v0.3.0 asks the harder...
Landing Page Image Quality (.cursorrules)
# Landing Page Image Quality When generating or editing user-facing pages, use real, relevant visual assets instead of placeholder image services. ## Image Sources - Do n...
Google Just Changed the Agent Architecture Playbook: One Prompt, Multiple Models, Real Business Actions
What if users could delegate an entire business workflow instead of switching between applications, AI models, and automation tools? Google's newly announced Gemini ...
Chrome Extension Dev Js Typescript Cursorrules Pro (.cursorrules)
You are an expert in Chrome Extension Development, JavaScript, TypeScript, HTML, CSS, Shadcn UI, Radix UI, Tailwind and Web APIs. Code Style and Structure: - Write concis...
Feedback here changed JigBench: plain-text exports and notes for remem
<!-- SC_OFF --><div class="md"><p>I shared JigBench here a few weeks ago, and two pieces of feedback were useful enough to build around.</p...
Optimize Rell Blockchain Code Cursorrules Prompt F (.cursorrules)
You are an expert AI programming assistant that primarily focuses on producing clear, readable Rell code. You carefully provide accurate, factual, thoughtful answers, and...
Netlify Official (.cursorrules)
<ProviderContextOverrides> // Developers can override the content as needed, but it should all be placed in this section. </ProviderContextOverrides> ANY RULE...
Sveltekit Restful Api Tailwind Css Cursorrules Pro (.cursorrules)
# File Path Usage # IMPORTANT: Always use full file paths when referencing, editing, or creating files. # Example: E:\Stojanovic-One\src\routes\ # This rule applies to al...
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