iiinova — where your digital self keeps evolving

Clarkio @clarkio.com · 08/05/2026

I’ve personally not received access to Mythos to test it at this time

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Clarkio @clarkio.com · 08/05/2026

Your posts are being flagged as spam for some reason

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Clarkio @clarkio.com · 08/05/2026

Companies are deploying AI-generated code into production. Much of that code contains vulnerabilities. Making traditional AppSec struggle to keep up Snyk + Anthropic's Claude = security at AI speed 👇 snyk.io/news/snyk-embeds-anthropics-claude-to-advance-ai-powered-security-for-software-development

snyk.io

Snyk Embeds Anthropic's Claude to Advance AI-Powered Security for Software Development | Snyk

Starting today, Snyk has integrated Claude into the Snyk AI Security Platform — powering automated vulnerability discovery, prioritization, and developer-ready fixes across code, dependencies, contain...

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Clarkio @clarkio.com · 13/11/2025

Been getting messages asking how I use Codex in my projects. Finally made a video about it! I break down my entire workflow and share the tips and tricks that make the biggest difference in my daily coding. Hope it helps 👍 🎥👇 youtu.be/mP-GiOihhM0

A smiling Clarkio wearing a backward black Snyk cap against a purple background with binary code. To the right, there’s a screenshot of the OpenAI Codex interface displaying the text 'What should we code next?' with a red arrow pointing to the input box. Above, bold text reads 'TIPS & TRICKS' in purple and pink gradient letters.

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Clarkio @clarkio.com · 06/11/2025

It's been validating seeing them struggle to get a CSP just right 😅

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Clarkio @clarkio.com · 06/11/2025

Can your AI code gen model/tools of choice generate a proper Content Security Policy that allows everything to still work properly?

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Clarkio @clarkio.com · 15/10/2025

AI is transforming how we build, deploy & secure software. Learn how to empower innovation without compromising security at #DevSecCon, the Global Community Summit on AI Security. Details: 💻 Virtual 🗓️ Oct 22, 2025 🔗 snyk.io/events/devseccon

Clarkio @clarkio.com · 13/10/2025

If you’re using Windsurf and not adding MCP servers you’re missing out on serious power. I’ll show you how to add them from the store and manually (including Snyk!) Full video 👇 youtu.be/exGudnPb9Bo

Clarkio @clarkio.com · 07/10/2025

I asked Claude Sonnet 4.5 to build a secure Node.js note taking app from scratch. The results surprised me! Watch here 👇 youtu.be/YBl0BR3fgjA

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Clarkio @clarkio.com · 29/09/2025

Stop using .env files for your API keys. They’re not safe anymore. Here’s why and what to do instead 👇 youtu.be/pcbRwwaCPUg

Clarkio with a thoughtful face wearing a backwards Snyk cap, resting his chin on his hand. At the top is a code editor showing .env, package.json, and index.js tabs, with code that logs API_KEY from process.env. To the right is a tweet screenshot that says 'Cursor steals your dev creds,' with a red arrow pointing at it. At the bottom, bold red text reads '.ENV IS BAD' against a purple background.

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Clarkio @clarkio.com · 22/09/2025

Spec-driven development + AI = the future? 🤔 I explored Amazon’s new Kiro IDE paired with Claude Sonnet 4 to find out. Watch and tell me if you’d code like this 👇 🎥 youtu.be/YpB1QS58KZE

Bright thumbnail image featuring a surprised clarkio on the left side, with wide eyes and open mouth. The background is a vibrant mix of purple and pink hues with binary code pattern. Bold text at the top reads 'SPEC DRIVEN DEVELOPMENT' in blue and white. On the right, a UI screenshot shows two options: 'Vibe' and 'Spec,' with the 'Spec' option highlighted, which says 'Plan first, then build. Create requirements and design before coding starts.' A red arrow points to the highlighted option.

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Clarkio @clarkio.com · 19/09/2025

We’re in the wave of spec-driven development now.

Clarkio @clarkio.com · 15/09/2025

I put Replit to the test and was honestly shocked by the outcome. If you care about what AI coding tools can (and can’t) do, you’ll want to see this. 📹👉 youtu.be/gHGB3kptH_s

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Clarkio @clarkio.com · 27/08/2025

This has been a fun loop🤪 Agent: Everything is done let me run the app Terminal: App running Agent: Perfect! Let me test it with curl *kills app for curl* Agent: Let me start the server again and test it Terminal: App running Agent: Perfect! Let me test it with curl

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What's been your experience? Is it all hype? Or maybe all hate? Or are you finding it's been fairly balanced when using these technologies?

Outside of this instance I've had plenty of delight moments as well. So tbh I don't know for sure when it's worth it or not as the answer is usually "it depends". Regardless I wanted to put this out there as a practical experience among all the hype and hate.

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I did this to tinker and experiment. I imagine in an agentic flow with auto accept conditions on it would eventually get to a fully working solution. But at what cost? How many tokens/etc.? And was it worth it vs. building it by hand or using an existing template?

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It failed to use the latest versions of the dependencies it chose It failed to use compatible versions of plugin packages for the main web framework dependency It failed to handle different environmental variations (e.g. file paths on diff OSes) Just to name a few...

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I'm using Claude Code and asked it to spin up a quick Node.js API to support an OAuth flow. While the code looked syntactically correct if you tried to run it things failed.

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Clarkio @clarkio.com · 12/08/2025

When it comes to AI/LLMs I aim to have a balanced perspective on it. There are times I'm delighted by what they do and other times I'm unimpressed. Today I felt a bit unimpressed...

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Giving Claude Opus 4.1 a go at writing a secure app ↙️ youtu.be/ELSl0RmFxLg?...

Clarkio in the forefront thinking with a screen shot image of JSON showing project dependencies and bold text of "Claude Opus 4.1"

Liran Tal @lirantal.com · 03/08/2025

Reposted by Clarkio

y'all are sleeping on npq ✨ Step 1: $ npm install -g npq $ alias npm="npq-hero" Step 2: *no more malicious packages hurting you ;-) *well, much lower risk based, nothing is absolute

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Clarkio @clarkio.com · 16/05/2025

Backwards hat Salma?! Hell yea!

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Clarkio @clarkio.com · 19/04/2025

I had already felt this as my career progressed but that has accelerated with AI/LLM's

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Clarkio @clarkio.com · 19/04/2025

Reading code is becoming even more valuable than writing it.

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Reposted by Clarkio

Visual Studio Code @vscode.dev · 15/04/2025

VS Code Live: Agent Mode Day is tomorrow, April 16th! And we've got a special guest joining us - @wesbos.com will be closing out the stream with a live coding session! You won't want to miss this. Stream starts at 9 AM PT: youtube.com/live/HNly8eN...

A thumbnail with a dark background and a picture of Wes Bos in the top right. The thumbnail reads "Agent Mode Day with Wes Bos" and says "VS Code Live" in the bottom left

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Reposted by Clarkio

Visual Studio Code @vscode.dev · 07/04/2025

Agent mode is rolling out to all users! 🔁 Autonomous code editing 🔍 Full codebase awareness 💬 Built in tools for codebase search, terminal, fetching website content and more All extensible via MCP & VS Code Extensions. All available today. Learn more:

code.visualstudio.com

Agent mode: available to all users and supports MCP

Agent mode is now available to all users and supports MCP.

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Clarkio @clarkio.com · 08/03/2025

Had a blast today! Thanks for joining!

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Reposted by Clarkio

Liran Tal @lirantal.com · 04/03/2025

haha Brian is just hilarious 😂 checkout the new video about Claude 3.7 and whether it's actually better for generating secure code: www.youtube.com/watch?v=zM8c...

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Clarkio @clarkio.com · 03/03/2025

Last Resort - Papa Roach. Well played 😁👍

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Clarkio @clarkio.com · 13/02/2025

Love that HMR is for the API as well. Does this mean it’s something like ‘bun init react’? Are there plans to support other frontends too then?

Clarkio @clarkio.com · 12/02/2025

Yes! It’s always a bit of a pain when tools don’t have this because it’s not always clear how to go about upgrading to the latest version

Visual Studio Code @vscode.dev · 08/02/2025

Reposted by Clarkio

Agent mode (preview) is here for GitHub Copilot in VS Code! In agent mode in Copilot Edits, Copilot can now iterate on its own output, execute terminal commands, and even self-heal from runtime errors. Try it in VS Code Insiders: code.visualstudio.com/updates/v1_97…

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This space is moving fast! New AI code editors, tools, models...💨

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Absolutely love @astro.build and highly recommend. It's fairly easy to pick up and super flexible so you can use what you already know (re: frontend dev). This just from personal experience and not affiliated in anyway.

But I've seen legit comments on videos with questions on topic related to the video content go unanswered - even years later. I'm personally not perfect at this and will catch comments I've missed but thought I'd share as it can definitely impact your reputation and audience trust.

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Clarkio @clarkio.com · 25/01/2025

Folks making videos, don't tell your audience to leave a comment/question where you'll reply with your answer and then don't reply to any of them. Of course, there are some exceptions to this like trolls or hate comments...

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I’m itching to try it out when I get some time… and make a video for it 😁 What model does it use?

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Clarkio @clarkio.com · 22/01/2025

You all were fantastic in this one. Had lots of laughs and thoroughly enjoyed it! Congrats!

Clarkio @clarkio.com · 20/01/2025

If you do, I built a very rough tool to assist with playing the game over the weekend. You can check it out here: clarkio.com/wos-helper

Clarkio @clarkio.com · 20/01/2025

Does anyone here enjoy the game "Words on Stream" and tune in to streamers playing that or channels that run it 24/7? Link to the game for those not familiar with it: wos.gg

wos.gg

WOS - Words On Stream

Words On Stream, the free game that will boost your live streams on Twitch or YouTube

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Clarkio @clarkio.com · 09/01/2025

delete delete delete delete delete 🙂