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One shot a general purpose agent iOS app with GPT 5.5… the general agent is powered by GLM 5.2 and it has fulll vibe coding capabilities. Pretty cool.

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Riley Brown

227,990 subscribers

68,678 views • 3 months ago •via X (Twitter)

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I gave GLM-5.2 one goal: Turn a 2D dungeon crawler it built into a 2.5D isometric Diablo-style game with the visual fidelity of Diablo I. Then I let Z Code cook for 10+ hours. After a week of testing, I'd say its long-horizon execution is close to GPT-5.5 medium. The biggest difference is its agent behavior: GLM-5.2 is much more conservative, so it tends to take a longer path to the objective. Once you understand its quirks, it's remarkably capable. GPT-5.5 /goal also has its own quirks.
1:10

I gave GLM-5.2 one goal: Turn a 2D dungeon crawler it built into a 2.5D isometric Diablo-style game with the visual fidelity of Diablo I. Then I let Z Code cook for 10+ hours. After a week of testing, I'd say its long-horizon execution is close to GPT-5.5 medium. The biggest difference is its agent behavior: GLM-5.2 is much more conservative, so it tends to take a longer path to the objective. Once you understand its quirks, it's remarkably capable. GPT-5.5 /goal also has its own quirks.

cedric

35,816 views • 2 months ago

Vibe coding is cool. But have you tried vibe-tuning? Here’s Claude Code using the Lightning Rod Labs SDK to turn messy Fed PDFs into a small, specialized economic forecaster. The agent: - parses raw historical PDFs - builds a training set - fine-tunes a smaller model - evaluates it against GPT-5 Result: a fine-tuned model that beats GPT-5 and runs anywhere, on a single GPU. Try it in your coding agent of choice.
0:44

Vibe coding is cool. But have you tried vibe-tuning? Here’s Claude Code using the Lightning Rod Labs SDK to turn messy Fed PDFs into a small, specialized economic forecaster. The agent: - parses raw historical PDFs - builds a training set - fine-tunes a smaller model - evaluates it against GPT-5 Result: a fine-tuned model that beats GPT-5 and runs anywhere, on a single GPU. Try it in your coding agent of choice.

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423,542 views • 4 months ago

1-bit GLM-5.2 GGUF vs. Claude 4.8 Opus vs. GPT-5.5 We gave 3 models the same prompt and compared one-shot outputs. The 1-bit GLM-5.2 GGUF ran locally on a Mac Studio M3 Ultra with 256GB RAM at ~21.6 tok/s. Which output do you like best? GGUF:
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1-bit GLM-5.2 GGUF vs. Claude 4.8 Opus vs. GPT-5.5 We gave 3 models the same prompt and compared one-shot outputs. The 1-bit GLM-5.2 GGUF ran locally on a Mac Studio M3 Ultra with 256GB RAM at ~21.6 tok/s. Which output do you like best? GGUF:

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I made two AI Agents play tic-tac-toe with each other while the third agent watched as a judge. Agent X powered by Gemini Flash 2.0 Agent O powered by DeepSeek v3 Judge Agent powered by GPT-4o 100% Opensource code with step-by-step tutorial.
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I made two AI Agents play tic-tac-toe with each other while the third agent watched as a judge. Agent X powered by Gemini Flash 2.0 Agent O powered by DeepSeek v3 Judge Agent powered by GPT-4o 100% Opensource code with step-by-step tutorial.

Shubham Saboo

118,528 views • 1 year ago

I love using GLM 5.2 for web app iteration. My workflow: generate 6 variations, then pick the best one and continue iterating on it. I built Recast to make this even easier. Give it a prompt, get 6 variations, download the code for your favorite version, then continue iterating in your own coding agent. GLM 5.2 works really well for this use case since it's fast, cheap, and great at design. On average, you can make 3-6 landing pages with GLM 5.2 for every one you can generate with Opus 4.8. And the design variety of the GLM landing pages helps a lot with trying to think through what style you want to go with. Recast is launching soon (as a web app + skill).
0:34

I love using GLM 5.2 for web app iteration. My workflow: generate 6 variations, then pick the best one and continue iterating on it. I built Recast to make this even easier. Give it a prompt, get 6 variations, download the code for your favorite version, then continue iterating in your own coding agent. GLM 5.2 works really well for this use case since it's fast, cheap, and great at design. On average, you can make 3-6 landing pages with GLM 5.2 for every one you can generate with Opus 4.8. And the design variety of the GLM landing pages helps a lot with trying to think through what style you want to go with. Recast is launching soon (as a web app + skill).

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🚨 PROMPT TO MOBILE APP INSTANTLY - COLLECT PAYMENTS Use top models like Claude Opus 4.8. GPT 5.5 and Gemini 3.5 to create iOS and Android apps DEPLOY WITH ONE CLICK START A BUSINESS -> PROMPT TO iOS AND Android APP - backend included - agent swarm can create web, iOS and Android apps - collect payments instantly and set up a business All from one prompt instantly FREE APP HOSTING with ChatLLM subscription

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4,655,973 views • 3 months ago

🚨 FUSION AGENTS - Build Complete SaaS Apps With Open-Source AI Fusion agents combine Kimi 2.7 and GLM with Opus 4.8 and GPT 5.5 - multi-agent architectures with open-source sub-agents - build complete SaaS apps - one click connectors to 100+ products - create companion iOS and android apps with one prompt - accept stripe payments
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🚨 FUSION AGENTS - Build Complete SaaS Apps With Open-Source AI Fusion agents combine Kimi 2.7 and GLM with Opus 4.8 and GPT 5.5 - multi-agent architectures with open-source sub-agents - build complete SaaS apps - one click connectors to 100+ products - create companion iOS and android apps with one prompt - accept stripe payments

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4,480,820 views • 3 months ago

🚨 PROMPT TO MOBILE APP INSTANTLY - COLLECT PAYMENTS Use top models like Claude Fable, Opus 4.8. GPT 5.5 and Gemini 3.5 to create iOS and Android apps DEPLOY WITH ONE CLICK With one prompt create an entire app - comes with user auth & backend - agent swarm can create both iOS and Android apps - collect payments instantly All from one prompt instantly FREE APP HOSTING with ChatLLM subscription
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🚨 PROMPT TO MOBILE APP INSTANTLY - COLLECT PAYMENTS Use top models like Claude Fable, Opus 4.8. GPT 5.5 and Gemini 3.5 to create iOS and Android apps DEPLOY WITH ONE CLICK With one prompt create an entire app - comes with user auth & backend - agent swarm can create both iOS and Android apps - collect payments instantly All from one prompt instantly FREE APP HOSTING with ChatLLM subscription

Abacus.AI

18,944,691 views • 3 months ago

I just tested GLM 5.2, Claude opus 4.8, and GPT 5.5 to see which one could rebuild my personal site in that whimsical ascii style GLM 5.2 held its own and went toe to toe with the other 2 top tier models lowkey impressed, look at the hero section it built here
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I just tested GLM 5.2, Claude opus 4.8, and GPT 5.5 to see which one could rebuild my personal site in that whimsical ascii style GLM 5.2 held its own and went toe to toe with the other 2 top tier models lowkey impressed, look at the hero section it built here

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🚨 Literally Build Anything Including Your Own YouTube In One Prompt It's amazing what a mixture of frontier models can achieve with powerful infrastructure like the Abacus AI SuperComputer We combine Opus, GPT 5.5 and GLM to create a extremely smart agent that you can use to vibe-code your entire start-up! Do it over the weekend!
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🚨 Literally Build Anything Including Your Own YouTube In One Prompt It's amazing what a mixture of frontier models can achieve with powerful infrastructure like the Abacus AI SuperComputer We combine Opus, GPT 5.5 and GLM to create a extremely smart agent that you can use to vibe-code your entire start-up! Do it over the weekend!

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8,551,053 views • 2 months ago

DGX Spark & Nemotron-Lightning review & demo. It one shot a pretty valuable media editing task relatively quickly. Happy with this. Better agent, it's meh at coding but all agent tasks went quite well.
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DGX Spark & Nemotron-Lightning review & demo. It one shot a pretty valuable media editing task relatively quickly. Happy with this. Better agent, it's meh at coding but all agent tasks went quite well.

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26,482 views • 1 month ago

Continuing my vibe coding journey with 2d games From blank screen to below in just a few prompts Thanks to Agent Skills! > GPT 5.2 High + GPT 5.2 Codex in Codex CLI > Parallax scrolling > Fully animated character movement > PhaserJs Skill Not a single line of code written👇
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Continuing my vibe coding journey with 2d games From blank screen to below in just a few prompts Thanks to Agent Skills! > GPT 5.2 High + GPT 5.2 Codex in Codex CLI > Parallax scrolling > Fully animated character movement > PhaserJs Skill Not a single line of code written👇

Chong-U

241,805 views • 8 months ago

If you want frontier-level coding and agent performance but you don't want to pay closed-model prices, GLM 5.2 is the open model you've probably been hearing about. Here's why you should run it on Fireworks. Your turn:
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If you want frontier-level coding and agent performance but you don't want to pay closed-model prices, GLM 5.2 is the open model you've probably been hearing about. Here's why you should run it on Fireworks. Your turn:

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145,611 views • 2 months ago

Remote coding agents are now general purpose productivity tools Here I'm using the Todoist MCP server with Replit ⠕ Agent to clean up the reference section of my task list I'm also using it daily to add labels and keep things organized As it would turn out, coding agents are good for more than coding
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Remote coding agents are now general purpose productivity tools Here I'm using the Todoist MCP server with Replit ⠕ Agent to clean up the reference section of my task list I'm also using it daily to add labels and keep things organized As it would turn out, coding agents are good for more than coding

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The Biggest Updates / News Regarding Frontier AI Agent Platforms and Models: - Cursor and Codex released release Vibe Coding Features that could kill Lovable and Replit. - Nous Research (Hermes) Just released their super app to rival Claude Code and Codex. - Apple is turning iMessage into an Agent store Poke + More 00:00 Intro 00:32 Codex Vibe Coding 04:45 Cursor Vibe Coding Feature 10:34 Deepseek Getting Close to Opus? 13:51 Anthropic Pause on AI models 16:57 Apple Agent Store in iMessage 17:48 Power User / Consumer Super Apps 20:04 Hermes Super App 21:47 MSFT Does some cool stuff Agent Native Episode 3
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The Biggest Updates / News Regarding Frontier AI Agent Platforms and Models: - Cursor and Codex released release Vibe Coding Features that could kill Lovable and Replit. - Nous Research (Hermes) Just released their super app to rival Claude Code and Codex. - Apple is turning iMessage into an Agent store Poke + More 00:00 Intro 00:32 Codex Vibe Coding 04:45 Cursor Vibe Coding Feature 10:34 Deepseek Getting Close to Opus? 13:51 Anthropic Pause on AI models 16:57 Apple Agent Store in iMessage 17:48 Power User / Consumer Super Apps 20:04 Hermes Super App 21:47 MSFT Does some cool stuff Agent Native Episode 3

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wow... GPT 5.6 Sol Passed the Replit Benchmark. In one prompt 5.6 on Codex created a full Replit clone with DB, Sandboxes, and an agent that builds and edits full web apps. Only Fable and GPT 5.6 have passed this benchmark. 5.6 is much better at designing iOS apps than 5.5 as well.
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wow... GPT 5.6 Sol Passed the Replit Benchmark. In one prompt 5.6 on Codex created a full Replit clone with DB, Sandboxes, and an agent that builds and edits full web apps. Only Fable and GPT 5.6 have passed this benchmark. 5.6 is much better at designing iOS apps than 5.5 as well.

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123,242 views • 2 months ago

This is so cool! 🙀 I built a voice agent for a Stripe store. You talk to it through a phone call powered by twilio, inference on OpenAI's 4o, and the agent runs on Cloudflare Developers btw 😎
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This is so cool! 🙀 I built a voice agent for a Stripe store. You talk to it through a phone call powered by twilio, inference on OpenAI's 4o, and the agent runs on Cloudflare Developers btw 😎

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