Bookmarks tagged with #ai.
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Taste Is All That's Left | Blog
On what is left to do once the machine can make anything, and why taste is the last craft worth keeping.
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on: 2026-08-07
Eight Myths on Software Engineering and GenAI - ACM Queue
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on: 2026-08-05
I Built an LLM From Scratch
In this video CJ explains chat bots, neural networks, tokenization, embeddings, transformers and more. He shows real working code for everything and gives hi...
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on: 2026-07-21
Prompt caching: 10x cheaper LLM tokens, but how? | ngrok blog
A far more detailed explanation of prompt caching than anyone asked for: how tokens, embeddings, and attention make cached LLM tokens 10x cheaper and faster.
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on: 2026-07-21
The Human-in-the-Loop is Tired
On reward functions, dopamine, and what it actually feels like when the code starts writing itself
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on: 2026-07-17
LLMs are eroding my software engineering career and I don't know what to do
I'm a software engineer, completing 10 years of professional experience this year. I started my career as a web frontend engineer (it was easier for me to de...
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on: 2026-06-07
How LLMs Actually Work
A from-the-ground-up walkthrough of how modern LLMs work, from tokens to transformer blocks to the next-token loop
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on: 2026-06-06
I Read the Claude Code Source Code. Here's Everything You Can Configure That the Docs Don't Tell You.
Hook fields that rewrite commands mid-flight, persistent agent memory, auto-mode rules in plain English, self-improving dream loops, and every example is copy-paste ready.
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on: 2026-05-29
Beyond the Prompt: Claude Code
A deep dive into Claude Code for daily users. Covers the .claude directory, CLAUDE.md the way Boris writes it, CLAUDE.local.md, Skills with real examples, custom subagents, plugins, underused commands like /goal and /insights, MCPs, and the workflow patterns the Anthropic team actually uses.
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on: 2026-05-27
Using AI to write better code more slowly
A lot of people seem convinced that the point of AI coding is to write low-quality code as fast as possible. Spew out barely-passable slop, open massive PRs, and merge them unvetted. Ship it! But t…
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on: 2026-05-26
Vibe coding and agentic engineering are getting closer than I’d like
I recently talked with Joseph Ruscio about AI coding tools for Heavybit’s High Leverage podcast: Ep. #9, The AI Coding Paradigm Shift with Simon Willison. Here are some of my …
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on: 2026-05-07
Reading code with AI, not generating it
Most posts about AI coding are about generating code. This one's about pointing Claude at an existing codebase to read it. The tools, the prompts, and where AI got it right and wrong.
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on: 2026-05-06
Anatomy of the .claude/ Folder
A complete guide to CLAUDE.md, custom commands, skills, agents, and permissions, and how to set them up properly.
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on: 2026-03-27
I'm Building Agents That Run While I Sleep
I Have No Idea If What They Ship Is Any Good
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on: 2026-03-11
the watchers: how openai, the US government, and persona built an identity surveillance machine that files reports on you to the feds
53MB of source code leaked from a government endpoint. 269 verification checks. biometric face databases. SAR filings to FinCEN. and the same company that verifies your ChatGPT account.
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on: 2026-02-25
The AI Vampire
This was an unusually hard post to write, because it flies in the face of everything else going on.
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on: 2026-02-11
The Singularity will Occur on a Tuesday
src={alwaysHasBeen.src} alt="Always has been astronaut meme" / "Wait, the singularity is just humans freaking out?" "Always has been." Everyone in
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on: 2026-02-11
AI Doesn’t Reduce Work—It Intensifies It
Aruna Ranganathan and Xingqi Maggie Ye from Berkeley Haas School of Business report initial findings in the HBR from their April to December 2025 study of 200 employees at a …
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on: 2026-02-10
AI Makes the Easy Part Easier and the Hard Part Harder for Developers
AI handles writing code but leaves the hard work: investigation, context, validation. Why vibe coding has limits and AI assistance can backfire.
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on: 2026-02-09
How to effectively write quality code with AI
AI is rarely optional anymore, but how can you still be proud of your craft? Discover the workflow to effectively write high-quality, robust code using AI tools.
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on: 2026-02-07
(1) Matteo G.P. Flora su X: "MOLTBOOK: dentro il Social Network delle AI, dove nascono sciami digitali e problemi reali" / X
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on: 2026-01-31
A Step Behind the Bleeding Edge: Monarch’s Philosophy on AI in Dev
This is a memo I published internally to my team at Monarch. I’m sharing it more publicly in case it helps other software engineering teams that are managing the crazy times we’re exper…
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on: 2026-01-31
Code is cheap. Show me the talk.
Linus Torvalds once said, 'Talk is cheap. Show me the code'. That is no longer the case.
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on: 2026-01-31
A Complete Guide To AGENTS.md
Learn how to optimize your AGENTS.md file for AI coding agents. Master progressive disclosure, keep instructions focused, and maximize agent performance.
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on: 2026-01-30
Why talking to LLMs has improved my thinking – Vallified
I’ve been surprised by one aspect of using large language models more than any other. They often put into words things I have long understood, but could not write down clearly. When that happens, it feels less like learning something new and more like recognition. A kind of “yes, that’s it” moment. I have not…
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on: 2026-01-23
The Agentic AI Handbook: Production-Ready Patterns - Log - nibzard
A comprehensive guide to 113 battle-tested agentic patterns for building production AI agents.
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on: 2026-01-21
Scaling LLMs to larger codebases - Kieran Gill
Where to focus investments to best leverage AI tooling
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on: 2025-12-22
Building search-based RAG using Claude, Datasette and Val Town
Retrieval Augmented Generation (RAG) is a technique for adding extra “knowledge” to systems built on LLMs, allowing them to answer questions against custom information not included in their training data. …
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on: 2025-11-29
Vibe engineering
I feel like vibe coding is pretty well established now as covering the fast, loose and irresponsible way of building software with AI—entirely prompt-driven, and with no attention paid to …
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on: 2025-10-08
Anycrap 🛒 The Store of Infinite Products
Create any absurd product with AI and pretend to buy it. Because why not?
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on: 2025-09-13
How to Use Claude Code Subagents to Parallelize Development | zach wills
In my last post I talked about how I spent a week heads down using AI to work on a greenfield engineering metrics tool. As I built it, I’d often navigate the web app and spot things that needed to be fleshed out. Sometimes it was a small typo; other times it was a bigger […]
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on: 2025-09-13
6 Weeks of Claude Code
It is wild to think that it has been only a handful of weeks.
Claude Code has considerably changed my relationship to writing and maintaining code at scale. I still write code at the same level of quality, but I feel like I have a new freedom of expression which is hard to fully articulate.
Claude Code has decoupled myself from writing every line of code, I still consider myself fully responsible for everything I ship to Puzzmo, but the ability to instantly create a whole scene instead of going line by line, word by word is incredibly powerful.
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on: 2025-08-03
maciej-trebacz/tower-of-time-game: Vibe coded Tower Defense type of game made for a game jam
Vibe coded Tower Defense type of game made for a game jam - maciej-trebacz/tower-of-time-game
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on: 2025-07-05
The New Skill in AI is Not Prompting, It's Context Engineering
Context Engineering is the new skill in AI. It is about providing the right information and tools, in the right format, at the right time.
Tags:
#ai
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on: 2025-07-01
How to Create a RAG Agent with Neuron ADK for PHP
Struggling with RAG? Learn how retrieval work to build intelligent AI agents, then implement your first RAG system with Neuron ADK for PHP
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on: 2025-06-11
A visual exploration of vector embeddings
For Pycon 2025, I created a poster exploring vector embedding models, which you can download at full-size . In this post, I'll translate ...
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on: 2025-05-30
The Unreasonable Effectiveness of an LLM Agent Loop with Tool Use
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on: 2025-05-16
pure.md - global cache between LLMs and the web
Reliably access web content in markdown format by simply prefixing any URL with `pure.md/`. Avoids bot detection, renders JavaScript-heavy websites, and converts HTML, PDFs, images, and more into pure markdown.
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on: 2025-05-12
Vibe Coding Is Fun—But Vibe Refactoring Pays the Bills - Dawid Makowski
So let’s flip the script to something that actually compounds: vibe refactoring. Same spontaneous energy, but aimed at shrinking technical debt and sharpening your architecture instead of amping up the commit count.
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on: 2025-04-29
AI-powered Workflow Automation API
Leverage AI API to streamline workflow in E-Commerce, Marketing, Content Management, HR Tech, Travel, and more.
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on: 2025-04-28
Deep Dive into LLMs like ChatGPT
This is a general audience deep dive into the Large Language Model (LLM) AI technology that powers ChatGPT and related products. It is covers the full traini...
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on: 2025-02-06
courses/prompt_engineering_interactive_tutorial/Anthropic 1P at master · anthropics/courses
Anthropic's educational courses
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on: 2025-02-06
browserbase/stagehand: An AI web browsing framework focused on simplicity and extensibility.
The AI Browser Automation Framework
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on: 2025-01-09
A Builder's Guide to Evals for LLM-based Applications
Evals for classification, summarization, translation, copyright regurgitation, and toxicity.
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on: 2024-12-10
The 70% problem: Hard truths about AI-assisted coding
A field guide and why we need to rethink our expectations
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on: 2024-12-06
steel-dev/steel-browser
🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser instance that lets you automate the web without worrying about infrastructure. - steel-dev/steel-br...
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on: 2024-12-02
How I write code using Cursor: A review
A personal review of Cursor, an LLM-powered coding tool.
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on: 2024-10-29
adaline/gateway
The only fully local production-grade Super SDK that provides a simple, unified, and powerful interface for calling more than 200+ LLMs. - adaline/gateway
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on: 2024-10-15
Illuminate
Transform research papers into AI-generated audio summaries with Illuminate, your Gen AI tool for understanding complex content faster.
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on: 2024-09-11
Mintplex-Labs/anything-llm
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more. - Mintplex-Labs/anything-llm
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on: 2024-09-05
How I Use "AI"
I don't think that AI models (by which I mean: large language models) are over-hyped. In this post I will list 50 ways I've used them.
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on: 2024-08-08
Introducing Structured Outputs in the API
We are introducing Structured Outputs in the API—model outputs now reliably adhere to developer-supplied JSON Schemas.
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on: 2024-08-07
The Super Effectiveness of Pokémon Embeddings Using Only Raw JSON and Image
Embeddings encourage engineers to go full YOLO because it’s actually rewarding to do so!
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on: 2024-07-01
The World's Fastest Voice Bot Demo
A demo showcasing the potential capabilities of voice-driven AI chatbots when optimized and deployed to minimize network and model latency.
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on: 2024-06-27
llama.ttf
llama.ttf is a font file which is also a large language model and an inference engine for that model.
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on: 2024-06-24
Spreadsheets are all you need.ai – A low-code way to learn AI
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on: 2024-03-15
Python & JavaScript Libraries
The initial versions of the Ollama Python and JavaScript libraries are now available, making it easy to integrate your Python or JavaScript, or Typescript app with Ollama in a few lines of code. Both libraries include all the features of the Ollama REST API, are familiar in design, and compatible with new and previous versions of Ollama.
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on: 2024-01-25
Stable Audio: Fast Timing-Conditioned Latent Audio Diffusion
Stable Audio represents the cutting-edge audio generation research by Stability AI’s generative audio research lab, Harmonai. We continue to improve our model architectures, datasets, and training procedures to improve output quality, controllability, inference speed, and output length.
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on: 2023-09-13
BlackInk
Design custom, unique tattoos in seconds with the BlackInk AI tattoo generator. Discover millions of AI-generated tattoo designs.
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on: 2023-07-08
The Lone Banana Problem. Or, the new programming: “speaking” AI - TL;DR - D
The subtle biases of LLM training are difficult to detect but can manifest themselves in unexpected places. I call this the ‘Lone Banana Problem’ of AI.
Tags:
#ai
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on: 2023-07-04
Using GPT-4 to measure the passage of time in fiction – The Stone and the S
Large language models are valuable research assistants, especially when they refuse to follow instructions.
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on: 2023-06-23
Native JSON Output From GPT-4 - by Simon Farshid
When integrating LLMs in your products, you often want to generate structured data, like JSONs. With the help of function calling (released June 13th 2023), this process has become much simpler! In this post I will explore the new API. Thanks for reading Simon’s Substack! Subscribe for free to receive new posts and support my work.
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on: 2023-06-15
dsdanielpark/amazing-bard-prompts: This repo includes Google Bard prompt curation to use Bard better.
This repo includes Google Bard prompt curation to use Bard better. - dsdanielpark/amazing-bard-prompts
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on: 2023-05-15
News Minimalist: Only Significant News. All Signal, No Noise
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on: 2023-05-03
90% of My Skills Are Now Worth $0 - by Kent Beck
...but the other 10% are worth 1000x
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on: 2023-04-20
AI Playground | Compare top AI models side-by-side
Chat and compare OpenAI GPT, Anthropic Claude, Google Gemini, Llama, Mistral, and more.
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on: 2023-04-19
An example of LLM prompting for programming
Generated knowledge and chain of thought prompting of an LLM can generate useful code.
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on: 2023-04-18
Maximizing the Potential of LLMs: A Guide to Prompt Engineering
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on: 2023-04-11
How Microsoft sprinted to integrate OpenAI's GPT-4 into '365' suite
Building an AI assistant into every Microsoft app—from Outlook to Word to Teams—is a big job, but one the tech giant wanted to do quickly.
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on: 2023-04-06
25 PERFECT AI Prompts for PHP Developers | by Brady Lewis | Mar, 2023 | Med
With prompts ranging from PHP frameworks to database integration, these prompts offer a wealth of actionable insights and guidance to help you optimize your development efforts and deliver…
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on: 2023-03-30
Superhuman: What can AI do in 30 minutes?
AI multiplies your efforts. I found out by how much...
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on: 2023-03-26
ChatGPT's API is So Good and Cheap, It Makes Most Text Generating AI Obsolete
Including OpenAI’s other text generating AI!
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on: 2023-03-12
ChatGPT Explained: A Normie's Guide To How It Works
Once you understand a few core concepts, modern chatbots are less mysterious.
Tags:
#ai
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on: 2023-03-08
Build a ChatGPT clone with Laravel
Learn how you can build a ChatGPT clone using Laravel and the new OpenAI chat API.
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on: 2023-03-04
Query your Laravel database using natural language - Beyond Code
Learn how you can make use of AI to query your database using natural language.
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on: 2023-02-22
Come creare un modello di testo SEO riutilizzabile con ChatGPT
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on: 2023-02-20
How to get Codex to produce the code you want! | Prompt Engineering
Learn how to use AI models with prompt engineering
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on: 2023-02-16