I’m spending 30 days answering one question:
Does the same Agent Skill work across GLM, Qwen, DeepSeek, Kimi and local LLMs?
I’ll publish:
With-skill vs without-skill tests
Real failure examples
Quality, cost and speed comparisons
Before-and-after skill improvements
I’m building OpenSkill Labs to prove, port and monitor Agent Skills across models.
Have a skill you want tested?
DM me “AUDIT” with the skill and ten test cases.
Just starting with Local AI?
Try ODS, The Fullstack Self-hosted AI Deployment System
One command and all the tools for Local AI are installed and configured for you
Runs on Windows / Linux / MacOS
This will make Local AI The Default for everyone
Broke down AI Forward Deployed Engineering and why the biggest unlock for enterprises in the AI age.
Give it a listen and let me know what you think. Will make more content like it if people find it helpful.
Thank you Greg for having me on!
The most dangerous thing you can do right now is NOT use the latest AI tools. Period.
Every day a new company is laying off thousands of people who don't know how to use the most modern AI tools
If I were in the 9-5 world right now, this is every step I'd take:
1. Download Codex and build your first app. Learn how to implement a front end and database (I’d use nextJS and Convex). AI can teach you all of this
2. Download Hermes agent. Tell the agent about your entire life. Career, goals, and ambitions. Ask it what workflows it can implement to get you closer to those goals. This is called reverse prompting.
3. Build your own Mission Control with Hermes agent. This is your own custom software that automates every part of your life. Anytime you do a task on your todo list manually, give it to Hermes and figure out how you can automate it in your Mission Control
4. Get the Claude Max plan. Feed Fable 5 Max your hardest problems. Make sure you hit the rate limit on it EVERY single week
5. Constantly look at your limits in all your AI plans. If you're ever not above 50% on your limits, get angry that you're not burning enough tokens.
6. Learn how to use Claude Code side by side with Codex. Learn both their strengths. Fable 5 for planning, ChatGPT 5.6 sol medium for execution. These are the only 2 coding tools that matter. Master these and you're golden
7. Start creating content and building a platform. Resumes no longer matter. Companies dont look at them anymore. They check your platform. What you talk about, what you’re passionate about, how you educate others, who follows you. This matters 100x more than anything else when getting hired right now.
If you do these 7 things you are in excellent position to not only be safe in your career, but also dominate those that don't pick up these skills.
The Desktop Frontier
We're gonna get Kimi K3 equivalent intelligence running on a single RTX PRO 6000 in less than 18 months
How? Watch this video if you wanna learn how we get there
Bookmark for the future
Kimi K3 has set a new benchmark to perform so well at a larger scale.
It has two things Kimi K3 and Kimi K3 Swarms:-
lets understand when to use which one
1.) Kimi K3
> When you have a simple question, want to draft an email, small coding bug fix from a single smart guy.
>Fast, cheap, simple. One brain, one answer.
2.)Kimi K3(one smart boss along with multiple smart workers)
>Used to break the big jobs into small tasks performed by multiple agents.
>Gives each helper agent one piece (one researches, one writes, one builds, one checks)
>Everyone works at the same time.
>then the big smart boss collects everything and gives you the result.
@LLMJunky@TheAhmadOsman I am kind of confuse how to start with local ai... would you please guide me a little like what to study first ,and then what next and then next? 🙏