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[Web Browser Content] Kernel - Manage your browser sessions and automation environments Sessions API Keys No browsers running Launch your first browser session to start automating the web Launch Browser View Documentation

[Web Browser Content] Kernel: Browser infrastructure for web agents and automations Dashboard - kernel.sh Articles: - Bot detection is dead, long live bot detection: reverse-engineering Kasada in an afternoon - Cloudflare & Kernel: Web bot auth for AI agents on the internet - Introducing GPU acceleration Built in public on GitHub, filmed on YouTube, debated on Discord, curated on X, and occasionally broadcast on LinkedIn. Compliance: HIPAA, SOC2 © 2026 Kernel

[Chat Transcript] Rich Fong: Uncle G can I get api access to Turbo? Also the GitHub you shared is not usable its an idea? Brian Hong: https://github.com/paperclipai/paper Andrew Ansley: qwen/qwen3-vl-32b-instruct https://huggingface.co/Qwen/Qwen3-VL-32B-lnstruct Chris Labbate: As of mid-May 2026, ZoomInfo Technologies (GTM) has a market capitalization of approximately $1.15 billion to $1.84 billion, reflecting a significant decline from its 2020 IPO valuation of over $13 billion. The stock has faced pressure due to lowered revenue guidance, weak growth, and intense market competition, with shares recently trading around $4-$6. https://github.com/unclecode/craw14 Andrew Ansley: https://crawl.thorbit.ai

That way, you know, you know where you're at. So anything I share, I just expect that, you know, you guys are going to take it and run with it, but for bigger projects, 100%. I'm not giving away like, you know, 2,000 hours of AI coding or something like that. That's a solid...

And then that way, you know, you know where you're at. So anything I share, I just expect that, you know, you guys are going to take it and run with it. But for bigger projects, 100%. I'm not giving away like, you know, 2,000 hours of AI coding or something like that. That's a...

Speaker 1: Yeah. Yeah, and I mean, yeah, you guys just did it, right? So I mean, there's a discussion, you and, and Bihong, obviously big players, and then you do a deal, and then you just get your shit straight out, out the gate, and then that's it.

Speaker 1: ...draws feelings and shit because it's gonna get a little awkward at some point. Speaker 2: Yeah, you guys just did it, right? So I mean, there's a discussion, you and B-Hong, obviously big players, and then you do a deal, and then you just get your shit straight out the gate.

Fuck that. I'd love. So let's figure out a repo we can work on together. What's internal? We know you're doing GSC Ninja. I got your back homie, I'll help you blow that shit up. But let's all discuss what we plan on releasing so that there's no...

So I'm bringing this up, right? Overall, all I did was for a year, code, code, code, code, code, code, code, code. And I didn't release because that's my own thing. But last thing I'm gonna do now is teach a bunch of people how to go do what I didn't do. Nah, I'm gonna go do it myself.

Speaker 1: Free? You want to pay? Let's pay. And whatever y'all trying to build, I already probably built it, or give me a spec sheet and I'll build it fast. I'm cockier than a motherfucker, because a lot of people—and I know you have too, Chris, I ain't coming at you, it's just an in-general thing—and Rich knows why also.

Courses, this, that, straight up in other groups, like "look what I found" and it's like, bro, I just fucking showed you that. And I'm tired of it. So I'm just letting it be known on my end 'cause I'm coming out with tools, agency, I'm not teaching no more that, like, for free.

...be competing, 'cause like I never seen Chris doing SaaS before, right? Not saying that you can't, just like Mike never did SaaS. Let's get it! But if we're not gonna work together, I'm not—I'm shutting the fuck up, bro, 'cause I've already been through it way too much that I share stuff and then I see it...

was like his state and there's nothing wrong with his statement at all but like why would I help him make his tool better when I could go whip up a GSC tool myself real quick? Not that to be in comparison, but we all work at—that's why I keep saying, we all working on the same shit. Then if we're going to...

What he just said is why I'm not sharing nothing. Because he's building tools to go to market. So what I'm gonna show him will level him up and it doesn't make no fucking sense. For that, I'll go to market on my own. So we've come to a place where we gotta really figure out what's what. Because...

[Web Browser Content] Kernel: Browser infrastructure for web agents and automations We build crazy fast, open source infra for agents to access the internet. Features: - We spin up cloud browsers in <30ms with GPU acceleration. - Auth & Stealth mode: We solve captchas and manage proxies. - View sessions live and record them as MP4s for debugging. Trusted by 3000+ teams including Benny and Rye. Articles: - Bot detection is dead: reverse-engineering Kasada. - Cloudflare & Kernel: web bot auth for AI agents. - Introducing GPU acceleration. Compliance: HIPAA, SOC2.

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Speaker 1: ...kernel, but then if you guys want to team up and do a full build, yeah, I'm down, man. That's all I do now. I mean, it's... it's crazy, but... I got sick again because I logged too many hours doing... Speaker 2: So, this is a good segue for something I want to get into. Like, we...

...images and we can have all like all our resources that way, kernel. But then if you guys want to team up and do a full build, yeah, I'm down, man. That's all I do now. I mean, it's crazy, but I got sick again because I logged too many hours doing fucking AI.

[Web Browser Content] Qwen / Qwen3-VL-32B-Instruct Model card Qwen3-VL-32B-Instruct Meet Qwen3-VL — the most powerful vision-language model in the Qwen series to date. This generation delivers comprehensive upgrades across the board: superior text understanding & generation, deeper visual perception & reasoning, extended context length, enhanced spatial and video dynamics comprehension, and stronger agent interaction capabilities. Available in Dense and MOE architectures that scale from edge to cloud, with Instruct and reasoning-enhanced Thinking editions for flexible, on-demand deployment. License: apache-2.0 Downloads last month: 1,446,432 Model size: 33B params Tensor type: BF16

[Web Browser Content] "id": "rr33xuugxj9h@bkf1rdt2bet", "app_name": "my-app", "version": "...", "action_name": "analyze", "status": "succeeded", "ask a question... ctrl+i", "// Automatically fetches more pages as needed.", "for await (const invocationListResponse of client.", "new const client", "apiKey:", "// This", "import Kernel from '@onkernel/sdk';"

[Web Browser Content] "id": "rr33xuugxj9h@bkf1rdt2bet", "app_name": "my-app", "version": "action_name": "analyze", "started_at": "status": "succeeded", // Automatically fetches more pages as needed. for await (const invocationListResponse of client. new const client apiKey: process.env[ ], // This import Kernel from '@onkernel/sdk';

[Web Browser Content] Developing - Kernel Kernel provides a code execution platform for deploying and invoking browser automations or web agents. By co-locating code with browser environments, it reduces latency, improves reliability, and increases throughput. Key Features: - Reduced latency: Code runs alongside the browser. - Improved reliability: Fewer disconnects. - Higher throughput: Eliminates bandwidth bottlenecks. API Reference: Invocations - List invocations: Optionally filter by application name, action name, status, deployment ID, or start time. - Authentication: Uses Bearer token authentication. - SDK usage: import Kernel from '@onkernel/sdk'; Navigation: - Apps, actions, and invocations - Deploying your agent - Playwright execution - Bot anti-detection - Extensions - Reserved browsers

two or three things, a list of like just a Excel sheet or Google sheet that's shared and all the good things like, you know, Andrew just shared the the QN thing for images and we can have like all our resources that way.

...dev team that I got, but yeah, I agree with you. Two or three things. A list of like just a Excel sheet or Google Sheet that's shared and all the good things like, you know, Andrew just shared the the QN thing for...

[Web Browser Content] Kernel Documentation: Projects Projects Organize resources and isolate access within your Kernel organization. A project is a named container for Kernel resources inside an organization. Use projects to separate environments (like production and staging), split resources between teams, or isolate customer workloads — each project has its own browsers, profiles, credentials, proxies, extensions, deployments, and pools. Why projects? - Isolate environments: Keep production resources apart from staging experiments. - Scope: Issue API keys that can only see resources in one project. Table of Contents: - Why projects? - The default project - Scoping requests to a project - SDK usage - Authentication and project scope - Using projects from the CLI - Managing projects (create, list, update, delete) - FAQ

So again, bringing that to market, but we have a solid, uh, like the marketing metrics, what I call the Supermetrics killer. Uh, that's going to get to market. GSC Ninja will probably get to market with the other dev team that I got, but yeah, I agree with you.

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I'm just going to use it internally, right? It's not like I'm bringing that to market, but we have a solid, like, the marketing metrics, what I call the Super Metrics Killer. Uh, that's going to get to market. GSC Ninja will probably get to market with the other...

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Just last night I was like I need a better system to monitor the health of the agency and I was like, oh, Chris already built that. So I stopped myself and I'm like, yeah, I'll do the GMB auditor whatever if you want that codebase. Do tradeoffs and now I'm just going to use it internally, right?

I was gonna ask you Chris, like I just last night it was like I need a better system to monitor the health of the agency and I was like, oh Chris already built that. So I stopped myself and I'm like, yeah, I'll do the GMB audit or whatever if you want that codebase, do tradeoffs and...

browser, but something that's got like 120 hours, like I'm not asking like Andrew for Thorbit, right? Like that's just a little too much code time. Um, but whatever you guys are working on, you know, let me know, I'll code it up or actually I was...

He's got like 120 hours, like I'm not asking like Andrew for Orbit, right? Like that's just a little too much go time. Uh, but whatever you guys are working on, you know, let me know, I'll code it up or actually I was going to ask you, Chris, like I...

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The part is like, you know, how far do you guys want to bring it? Do you want to bring it all the way to market? Do you guys want to use those tools internally? And I've shared a lot of like, you know, the Google Ads auditor or something like that where it's a custom skill for the browser, but something...

The sticky part is like, you know, how far do you guys want to bring it? Do you want to bring it all the way to market? You guys want to use those tools internally? And I've shared a lot of like, you know, the Google Ads audit or something like that where it's a custom skill for the brand.

Like schema brain. Dude, that is baller. It is insane how good. And it just the genius of two, three people coming up with hardcode and then, you know, present company included, like we could kill it. The sticky...

with like schema brain. Dude, that is baller. It is insane how good. And it's just the genius of two, three people coming up with hard code and then, you know, present company included, like we could kill it. Uh, the...

Speaker 1: I came up with that. I don't know what you guys' thoughts are on that. Speaker 2: Yeah, we've done it before, like me and Simon and me and Corey Hubble, definitely done branches on a GitHub and then just fork it out, right, as you do that. And it's really good, like some of the stuff we've come up with...

Speaker 1: ...purpose, I don't know what you guys' thoughts are on that. Speaker 2: Yeah, we've done it before, like me and Simon and me and Corey Hubble, I've definitely done branches on a GitHub and then just fork it out, right, as you do that. Um, and it's really good, like some of the stuff we've come up with...

[Command-Line Output] [honcho] response Stop: Churned for 50s [honcho] user UserPromptSubmit: Searched for 1 pattern [honcho] post-tool-use PostToolUse:Bash: No Kernel key in MASTER_API_KEYS.env yet. To wire it in I need the API key from your Kernel dashboard. Get it here: https://dashboard.onkernel.com/settings Paste it back and I'll: 1. Add KERNEL API KEY to environment variables. 2. pip install kernel or npm i @onkernel/sdk. 3. Drop a working example script in D:\Ecosystem\TEMPLATES\kernel-starter\. 4. Add a KERNEL.md reference in D:\Ecosystem\Memory\llm-wiki\wiki\. User answered: Which language should I scaffold the Kernel starter in? Both. Got it. Both. Send me the API key whenever you grab it and I'll wire everything up.

[Web Browser Content] Kernel Dashboard - API Keys API Keys Create and manage organization-wide or project-scoped API keys for the Kernel platform. [Create API Key] Search by key name or masked key... Name: claude Key: sk_3979...IIAY Created: less than a min Expires: Never Navigation: - Sessions - Profiles - Auth - Pools - Proxies - Projects - API Keys - Billing

...from and integrate into their own tools, right? And then they integrate it into their tools into their stack, like into how that they're how they built their app, right? So it's more native to their to their app. So I was just kind of like thinking of ways that we can do stuff like that and that's what I...

...and integrate into their own tools, right? And then it integrates into their tools into their stack, like into how that they're—how they built their app, right? So it's more native to their—to their app. So I was just kind of like thinking of ways that we could do stuff like that, and that's what I came up with.

[Command-Line Output] [honcho] response Stop says: Churned for 50s. Add it in. [honcho] user UserPromptSubmit says: Searched for 1 pattern. [honcho] post-tool-use PostToolUse:Bash says: Injected conclusions (cached). Ran: grep -iE "kernel (success)" No Kernel key in MASTER_API_KEYS.env yet. To wire it in I need the API key from your Kernel dashboard. Get it here: https://dashboard.onkernel.com/settings (or they're usually under Settings API Keys) Paste it back and I'll: 1. Add KERNEL API KEY=... 2. pip install kernel or npm i @onkernel/sdk — which language do you want first? 3. Drop a working example script in D:\Ecosystem\TEMPLATES\kernel-starter\ so any project can copy it 4. Add a KERNEL.md reference in D:\Ecosystem\Memory\llm-wiki\wiki\ so agents know it exists and when to reach for it instead of craw14ai User answered Claude's questions: • Which language should I scaffold the Kernel starter in? Both Got it. Both. Send me the API key whenever you grab it and I'll wire everything up. [honcho] response saved response Stop says: Brewed for 1m 19s. Bypass permissions on for agents.

[Web Browser Content] API Keys | Kernel Create and manage organization-wide or project-scoped API keys for the Kernel platform. No API keys yet. Create your first API key to get started. Create API Key Create API Key Give your key a descriptive name. Name: Production App Project (optional): Org-wide (all projects) Expiration: 30 days Create API key created Save this key now. You won't be able to see it again. Saved as: sk_39799ce3-e9e0-43fd-a76d-04f8ec1ae Done API key copied to clipboard

Everything's been defined, all the UX is defined, like everything has to be packaged up into that one PRD. If we could do that, like, dude, it'd be literally just like a repository of tools, features, modules, whatever you want to call it, that anybody can just pull from.

Every input has been defined, all the UX is defined, like everything has to be packaged up into that one PRD. If we could do that, like, dude, it'd be literally just like a repository of tools, features, modules, whatever you want to call it, that anybody could just...

[Web Browser Content] Kernel Billing Dashboard Manage your organization's subscription and payment details. Subscription: Free + usage costs (Active) Billing Cycle: May 1, 2026 - May 31, 2026 Actions: - Add a payment method to ensure uninterrupted access. - View Billing History and Past Invoices. - Manage Plan. - View Feature Comparison. Navigation: - Sessions, Profiles, Auth, Pools, Proxies - Deployments, Projects, API Keys, Billing