Uploaded December 2023 | Updated September 2026, 2 weeks ago
Try out Twingate for free - geni.us/j6dkMa
By 2025 it's estimated that 32.6 million Americans will be working remotely. Ever since this shift began in 2019, companies have faced the challenges and struggles of making this work, securely, with their existing VPN setups.
And truth be told, VPNs are becoming, if not already, obsolete, being replaced by a much simpler, more secure, and granular solution known as Zero-Trust.
Whether you run a large organization, a small team of software developers, or just wanting to access your home network securely, I think you'll find today's solution and walkthrough something of interest.
Timestamps
00:00 Intro
00:11 The VPN problem
01:06 The Zero-Trust answer
01:48 Introducing Twingate
02:49 The video outline
03:27 Signup with Twingate
04:02 Adding a remote network - AWS
05:10 Deploying the Twingate connector
08:09 Access with the Twingate Client
09:38 Adding your first resource
11:40 User, Group, and Device policies
15:32 Trusted profiles, IdPs, and settings
16:27 How this actually worked!?
18:25 Adding my home network
20:48 Services
21:07 Analytics and logging
21:50 What about Security?
22:22 Outro
** I write regularly **
https://travis.media
** FREE EBOOKS **
π https://travis.media/ebooks
LET'S CONNECT!
π° LinkedIn β https://linkedin/in/travisdotmedia
π¦ Twitter β twitter.com/travisdotmedia
ππΌββοΈ Website β https://travis.media
#twingate #vpn #zerotrust #homelab
Thanks Twingate for sponsoring this video!
Try out Twingate for free - geni.us/j6dkMa
By 2025 it's estimated that 32.6 million Americans will be working remotely. Ever since this shift began in 2019, companies have faced the challenges and struggles of making this work, securely, with their existing VPN setups.
And truth be told, VPNs are becoming, if not already, obsolete, being replaced by a much simpler, more secure, and granular solution known as Zero-Trust.
Whether you run a large organization, a small team of software developers, or just wanting to access your home network securely, I think you'll find today's solution and walkthrough something of interest.
Timestamps
00:00 Intro
00:11 The VPN problem
01:06 The Zero-Trust answer
01:48 Introducing Twingate
02:49 The video outline
03:27 Signup with Twingate
04:02 Adding a remote network - AWS
05:10 Deploying the Twingate connector
08:09 Access with the Twingate Client
09:38 Adding your first resource
11:40 User, Group, and Device policies
15:32 Trusted profiles, IdPs, and settings
16:27 How this actually worked!?
18:25 Adding my home network
20:48 Services
21:07 Analytics and logging
21:50 What about Security?
22:22 Outro
** I write regularly **
https://travis.media
** FREE EBOOKS **
π https://travis.media/ebooks
LET'S CONNECT!
π° LinkedIn β https://linkedin/in/travisdotmedia
π¦ Twitter β twitter.com/travisdotmedia
ππΌββοΈ Website β https://travis.media
#twingate #vpn #zerotrust #homelab
Thanks Twingate for sponsoring this video!





![Learn These 10 AI Concepts Before Itβs Too Late
To learn for free on Brilliant, go to https://brilliant.org/TravisMedia/ . Youβll also get 20% off an annual premium subscription.
AI is becoming core knowledge in modern software development. Even if you donβt specialize in ML, youβll be asked to build, integrate, or maintain AI features.
This video servers to explain 10 essential machine learning and AI concepts for developers: model parameters, quantization, embeddings & vector databases, retrieval augmented generation, inference, tokens & context windows, guardrails, function calling, memory, and cost/rate limits, so you can ship reliable, cost-efficient AI features with confidence.
Resources mentioned:
Blog: Model Parameters (2B vs 7B vs 40B) β https://travis.media/blog/ai-model-parameters-explained]
Blog: Quantization (4-bit, 8-bit, VRAM math) βhttps://travis.media/blog/ai-model-quantization-explained/
Tokenizer tool β https://platform.openai.com/tokenizer
Thanks Brilliant for sponsoring this video
Chapters
00:00 Intro
01:00 1 - Parameters
02:09 2- Quantization
03:24 3- Embeddings & Vector databases
04:52 Sponsor
06:10 4- RAG
07:28 5 - Inference
08:15 6 - Tokens & Context Windows
09:58 7 - Guardrails
11:01 8 - Function Calling
12:19 9 - Memory
13:17 10 - Cost & Rate Limits
14:15 Did you know all 10?
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#ai #machinelearning #selftaughtdeveloper Learn These 10 AI Concepts Before Itβs Too Late](https://i.ytimg.com/vi/pXCRkyLhXDY/mqdefault.jpg)




