“The article focuses on how the author collaborated with Gemini 3.0 Pro during the development process.”

“The article references a previous article that described how switching to Skills dramatically improved the user experience.”

“The article is about using AI to upgrade Rails versions.”

“Merge Labs describes itself as a 'research laboratory' dedicated to 'connecting biological intelligence with artificial intelligence to maximize human capabilities.'”

“I used it for SLAVE recruitment, as I like LUNA SEA and Luna Kuri was decided. Speaking of SLAVE, black clothes, speaking of LUNA SEA, the moon...”

“This article summarizes why I decided to develop a learning support app, and how I'm designing it.”

“…I was thinking it would be convenient to paste Gemini's responses while taking notes in Obsidian, splitting the screen for easy viewing and avoiding making unnecessary md files like "Gemini Response 20260101_01" and "Gemini Response 20260107_04".”

“I've been there. Almost every day.”

“The article's disclaimer clarifies that the content is based on personal experience and is not affiliated with any company. (Note: Since the original content is incomplete, this is a general statement based on the provided snippet.)”

“I often have Claude Code or Codex look at the zzz line of xxx.md, but it was a bit cumbersome to check the target line and filename on NeoVim and paste them into the console.”

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“The developer's question: "Is this reckless long term? Or is this just what solo development looks like now if you’re disciplined about sc"”

“I am working on building my first workflow following gemini prompts but i only end up with very blurry results. Can anyone help with the settings or anything i did wrong?”

“I've heard of rare cases where Claude has deleted someones user home folder... I just had a situation where it was working on building some Docker containers for me, ran out of disk space, then just went ahead and started deleting files it saw fit to delete, without asking permission. I got lucky and it didn't delete anything critical, but yikes!”

“The benchmark demands a lot of model's visual reasoning: they must mentally rotate pieces, count coordinates properly, keep track of each piece's starred square, and determine the relationship between different pieces on the board.”

“The article begins with a New Year's greeting and reflects on the past year as the author's 'Agent Year,' marking their first serious engagement with AI agents.”

“The key insight: It's not just logging. At any point - even after a compact - you can reconstruct what Claude was thinking, not just what it did.”

“The model struggled to write unit tests for a simple function called interval2short() that just formats a time interval as a short, approximate string... It really struggled to identify that the output is "2h 0m" instead of "2h." ... It then went on a multi-thousand-token thinking bender before deciding that it was very important to document that interval2short() always returns two components.”

“Instead of letting Claude do all the work, you get a knowledge base you can browse, copy from, and actually learn from. The old way.”

“About 3/4 of the way down the json transcript https://pastebin.com/DnkLtq9g , you will find some code GPT 5.2 wrote and Gemini refined that is a far better way to get them the information they need to fix and improve the code.”

“I’m running into a pretty frustrating issue — OpenAI’s services aren’t available where I live, but I’d still like to use them for learning, coding help, and personal projects and educational reasons.”

“N/A - The provided text does not contain a quote.”

“The core algorithm chosen for the project is Multinomial Naive Bayes, primarily due to its simplicity, interpretability, and suitability for short text data.”

“The user's repeated attempts to stop image generation, and Gemini's eventual compliance after the 'Saved info' update, are key examples of the problem and solution.”

“In this tutorial, we build an advanced yet practical multi-agent system using OpenAI Swarm that runs in Colab. We demonstrate how we can orchestrate specialized agents, such as a triage agent, an SRE agent, a communications agent, and a critic, to collaboratively handle a real-world production incident scenario.”

“Error executing tool read_file: File path '/path/to/file.mp3' is ignored by configured ignore patterns.”

“Cloudflare Workers API server was blocked from directly accessing Groq API. Resolved by using Cloudflare AI Gateway.”

“The article includes a question: "What is your favorite character in Kingdom?"”

“Dream2Flow converts imagined motion into 3D object trajectories. Robots then follow those 3D paths to perform real manipulation tasks, even without task-specific training.”

“The core idea is to queue LLM requests, either locally or over the internet, leveraging a GPU for processing.”

“I am building an UI ai agent, with gemini 3.0-preview... now out of a sudden my agent's performance has gone down by a big margin, it works but it has lost the performance...”

“The article quotes a user's reaction, stating that some people, after seeing the video, said it was the first strange event of 2026.”

““That's a 良い(good) idea! Let me 探す(search) for the file.””

“The author initiates the conversation with their own opinion and then relays the responses between the AI models.”

“The article mentions using ChatGPT's 'learning mode' and the motivation behind the assessment, which is related to the author's experience.”

“The author describes the process as giving instructions, watching the AI generate code, and waiting for the generation limit to be reached.”

“I'm looking for help with creating a small database and reservation system for a hotel with a few rooms and employees... Given that the amount of data and complexity needed for this project is minimal by LLM standards, I don’t think I need a heavyweight giga-CHAD.”

“I built a tool called PromptSmith that integrates natively into the Claude interface. It intercepts your text and "polishes" it using specific personas before you hit enter.”

“The author uses the Plan-Do-Check-Verify-Retrospect (PDCVR) framework and emphasizes TDD and detailed planning for AI-assisted coding.”

“As the title says, I recently tweaked some settings and now he's cold n grumpy and it's hilarious 🤣🤣”

“Long AI chats (ChatGPT, Claude, Gemini) get hard to scroll and reuse. I built a small Chrome extension that helps you navigate long conversations, jump between prompts, and export full chats (Markdown, PDF, JSON, text).”

“Gemini found me a 15% off coupon that saved me roughly $450 on my order. Highly recommend you guys ask your preferred AI about coupon codes, the list it gave me was huge and I just went through the list one by one until something worked.”

“The user followed Claude's instructions and rubbed one rice grain sized dab of horse Ivermectin on a walnut half and let it dry. Every Monday Foxy gets her dose and as you can see by the pictures. From 1 week after the first dose to the 3rd week. Look at how much better she looks!”

“"I understand what you're asking about—and at the same time, I have to be a little cold and difficult because 'how much wind to tip over a tower crane' is exactly the type of information that can be misused."”

“In this tutorial, we build an advanced red-team evaluation harness using Strands Agents to stress-test a tool-using AI system against prompt-injection and tool-misuse attacks.”

“The problem: Every new Codex session starts fresh. You end up re-explaining your codebase, conventions, and architectural decisions over and over.”

“The core issue was that when two conflicting documents had the exact same reliability score, the model would often hallucinate a 'winner' or make up math just to provide a verdict.”

“been running multiple projects with claude/gpt/local models and the context reset every session was killing me. started dumping everything to github - project state, decision logs, what to pick up next - parsing and loading it back in on every new chat basically turned it into a boot sequence. load the project file, load the last session log, keep going feels hacky but it works.”

“If you enjoy this video, consider watching the other episodes in this universe for this video to make sense.”