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I Thought My One Sentence Is Creating a Perfect GPT Image; Until I Realized It Had Been Learning My "Taste" All Along

Cathy Lai3d ago • 2 min read

I Thought My One Sentence Is Creating a Perfect GPT Image; Until I Realized It Had Been Learning My "Taste" All Along

When I first started experimenting with GPT image generation for my Garden Visualizer project, I...

#ai#promptengineering#buildinpublic#devjournal

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Pravesh Sudha1h ago • 3 min read

Here's why your Prompt is WRONG 😑

The right prompt is no longer just a skill — it is becoming a necessity in this fast-paced world...

#ai#promptengineering#programming#beginners

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Harness engineering vs prompt engineering vs context engineering

Divyansh 3d ago • 5 min read

Harness engineering vs prompt engineering vs context engineering

Teams shipping agents in production keep rediscovering the same lesson: clever prompts are not...

#promptengineering#mcp#rag#devtools

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A prompt is not a conversation. It's a component contract.

Carlos Saldaña3d ago • 8 min read

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#llm#promptengineering#programming

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Generate Claude Code skills from your git history

Odilon HUGONNOT5d ago • 6 min read

Generate Claude Code skills from your git history

Your git log and memory files are the most honest source for creating custom Claude Code skills. How...

#claudecode#ai#workflow#promptengineering

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Karinabluu2h ago • 5 min read

My Agent Never Said "I Don't Know"

A product manager's first-hand notes on building a game AI Agent. Four real hallucination bugs, four...

#llm#agents#promptengineering#webdev

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From Shell Scripts to MCP Servers: How SEO Broke My Brain (in a Good Way)

Станислав Кириченко3d ago • 4 min read

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...

#ai#claude#promptengineering#seo

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Stop Writing Perfect Prompts. Give the Model a Practice.

Monyet Batu1d ago • 4 min read

Stop Writing Perfect Prompts. Give the Model a Practice.

We keep trying to make LLMs reliable by writing the perfect prompt. Lay out every step. Number them...

#ai#llm#promptengineering#programming

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Migrating Bootstrap 3 to 5 with Claude Code: every gotcha that isn't in the docs

Nikolay Kazmin6d ago • 2 min read

Migrating Bootstrap 3 to 5 with Claude Code: every gotcha that isn't in the docs

I started Domestina in 2014, and like many apps from that period, the first version was built on...

#css#bootstrap#claude#promptengineering

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Improving AI resume matching with prompt iteration — 7.37 to 8.37/10

Azeez Roheem5d ago • 19 min read

Improving AI resume matching with prompt iteration — 7.37 to 8.37/10

The problem nobody talks about Here is what most AI resume rewriters actually do when you give them...

#ai#promptengineering#saas#nextjs

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How I evaluate Claude SDK features before shipping them to production

Akram Bakhouche1d ago • 6 min read

How I evaluate Claude SDK features before shipping them to production

Most "AI feature" projects skip the eval harness — and then silently regress for weeks before someon...

#claudesdk#aiagents#testing#promptengineering

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You Can't Prompt Your Way Out of a Hard Constraint

Tobias Koehler10h ago • 7 min read

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 abou...

#buildinginpublic#claudecode#promptengineering#n8n

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Prompt caching in production: the 4 patterns that cut my Anthropic bill (and when not to bother)

Akram Bakhouche1d ago • 7 min read

Prompt caching in production: the 4 patterns that cut my Anthropic bill (and when not to bother)

Prompt caching with Claude SDK is the cheapest 10× cost win you can deploy in a single afternoon — w...

#claudesdk#promptengineering#costoptimization#aiagents

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The AI That Improves Itself: Autonomous Prompt Iteration Loop

Odilon HUGONNOT2d ago • 6 min read

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 pl...

#ai#promptengineering#claudecode#automation

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72% -> 75% -> 92%: a reproducible RAG validation

Hideki Mori6h ago • 12 min read

72% -> 75% -> 92%: a reproducible RAG validation

I expected converting docs into Q&A pairs to improve retrieval. It mostly didn't. I built three...

#rag#ai#promptengineering#tutorial

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AI does exactly what you ask — that's the problem

Odilon HUGONNOT6d ago • 6 min read

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 ...

#ai#claude#promptengineering#workflow

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A Refreshing Perspective on AI and Truth

Jay F0x1d ago • 2 min read

A Refreshing Perspective on AI and Truth

Everyone has a favorite movie. Some of us ask why. A kid might say Spiderverse. A cinephile might...

#ai#promptengineering#architecture#discuss

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Garden Visualizer - Would Results Improve Using Example Images? (Screenshots Included)

Cathy Lai1d ago • 2 min read

Garden Visualizer - Would Results Improve Using Example Images? (Screenshots Included)

Perfect Prompts Needed? In creating a garden visualizer to help home owners with their...

#promptengineering#ai#devjournal#buildinpublic

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Types of Prompting: Complete Guide to Prompting Techniques

Manickavasagan2d ago • 4 min read

Types of Prompting: Complete Guide to Prompting Techniques

I spent two weeks blaming Claude for being useless. Turns out Claude wasn't the problem—I just had n...

#ai#promptengineering#chatgpt

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One Open Source Project a Day (No. 78): stop-slop - A Skill File That Teaches AI to Eliminate Its Own Writing Tells

WonderLab1d ago • 6 min read

One Open Source Project a Day (No. 78): stop-slop - A Skill File That Teaches AI to Eliminate Its Own Writing Tells

Introduction "If it sounds like a pull-quote, rewrite it." This is the 78th article in...

#opensource#ai#claude#promptengineering

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Distributed Tracing for LLM Agents: When MCP Makes Tool Calls Observable

ekb5d ago • 5 min read

Distributed Tracing for LLM Agents: When MCP Makes Tool Calls Observable

How application observability extends to stochastic agent loops — and why the tool boundary...

#ai#promptengineering#mcp#llm

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HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

shinji shimizu6d ago • 10 min read

HiDream Raw Output Failed Tried Dev-2604 VRAM Math Killed It Won with a Prompt Enhancer Instead

HiDream Raw Output Failed → Tried Dev-2604 → VRAM Math Killed It → Won with a Prompt Enhancer Instea...

#hidream#diffusion#promptengineering#gemini

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I Built a Python Prompt Orchestrator for Structured LLM Pipelines

Alexander Ivanov15h ago • 2 min read

I Built a Python Prompt Orchestrator for Structured LLM Pipelines

Most LLM applications eventually hit the same problem: prompts become unmanageable. At first,...

#ai#llm#rag#promptengineering

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Prompt Versioning and Regression Testing for Production AI Agents

Omnithium3d ago • 7 min read

Prompt Versioning and Regression Testing for Production AI Agents

AI agents in production face a critical challenge: how to safely evolve prompts without introducing....

#promptengineering#testing#cicd#aiagents

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