Welcome to my channel.
My goal is simple: help people understand technology deeply and use it with purpose.
On this channel we explore:
• AI
• Software Engineering
• Distributed Systems
• Decentralized Technology
• The philosophy of building technology that benefits humanity
I share practical knowledge from my experience building large-scale systems, working in the tech industry, and researching the future of AI.
You will find videos about:
• How modern AI systems work
• Building software the right way
• Decentralized AI and compute networks
• Engineering principles and architecture
• Thoughtful discussions about the future of technology
Technology is a force that shapes the future of humanity.
My hope is that this channel helps you navigate the ocean of knowledge, develop real technical skills, and build things that make the world better.
Disclaimer:
All opinions, demonstrations, and experiences shared are my own and do not represent any employer, organization, or sponsor.
Hassan Habib
What you wake up for matters a lot more than when you wake up
5 days ago | [YT] | 10
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Hassan Habib
Autonomy without override is not innovation. It is catastrophe by design.
6 days ago | [YT] | 2
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Hassan Habib
Software engineering is not just one job anymore. It is a stack, and every role in it has an Altitude: the floor where you create value, not how senior you are.
Nine floors, mapped.
This might become a series, one floor at a time.
hassanhabib.com/blog/software-engineering-2-0
1 week ago | [YT] | 31
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Hassan Habib
I'll be at New Tech Seattle on Tuesday, September 15th. Come hang out.
Find me and tell me what you're building. If you have a crazy idea, I'll feature you on my YouTube channel. No catch. I just like boosting innovators.
The Collective, 400 Dexter Ave N. Networking at 5:30, show at 6:30. $20 in advance, $27 at the door.
luma.com/emlnef1e?tk=oiCEhT
1 week ago | [YT] | 46
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Hassan Habib
LLooMA 2.0 now runs on The Standard Agent.
Our first-generation loop carried the network for months. This month it graduated onto an open, spec'd, conformance-tested framework. Same behavior. Faster on every probe. And production traffic hardened the framework for everyone who builds on it.
The loop is inherited. The routing is ours.
blog.peerllm.com/peerllm/engineering/2026/08/30/ll…
2 weeks ago | [YT] | 42
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Hassan Habib
PeerLLM v2.11.0 is live.
Qwen 3.8, 27B, 262K context, Apache 2.0, is now approved on the decentralized network.
~55 tok/sec on a consumer RTX 5090.
New inference engine. 17 models verified. Windows, macOS, Linux.
Not a datacenter. Hardware people already own.
peerllm.com/
3 weeks ago | [YT] | 57
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Hassan Habib
https://youtu.be/vEJRaPO4zxk
3 weeks ago | [YT] | 3
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Hassan Habib
it's not the watermark that's the issue. It's how much control over your own products you're willing to surrender to centralized intelligence providers.
Go Local.
Go Decentralized.
Go Distributed.
4 weeks ago | [YT] | 9
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Hassan Habib
Just released: The Standard for Agents v1.1.0!
An agent is fundamentally three things operating in a loop: what it knows, what it decides, and what it does. Data. Decision. Direction. That shape remains the same whether you are building a ten-second utility agent or a compliance agent operating inside a highly regulated environment.
At the center, the agent can still begin this simply:
var agent = new StandardAgent(apiUrl, apiKey, model);
From there, you add the capabilities required by the environment without rewriting the architecture. A regulated deployment can introduce a perimeter that authorizes actions before they happen, durable effects that survive crashes without repeating operations, compensation for actions that cannot be made idempotent, and a hash-chained decision log that can be independently inspected.
That means if a process dies immediately after initiating a wire transfer, it can recover and continue without transferring the money twice. The complexity grows, but the underlying agent model does not change.
Conformance is also not something you simply claim. It is something you can execute:
dotnet run --project Standard.Agents.Conformance -- --profile Critical
The conformance suite currently includes thirty vectors across four readiness profiles. If the process does not exit successfully, the implementation is not certified for that profile.
The specification itself is normative and language-neutral, so the same architecture can be implemented in .NET, Go, Rust, Python, or any other ecosystem while preserving the same behavioral contract.
The Standard for Agents v1.0.0 is available on NuGet today and of course and as usual open source forever under The Standard Software License v1.1.0
nuget link:
www.nuget.org/packages/Standard.Agents/1.1.0
github OSS repo:
github.com/hassanhabib/The-Standard-Agent
1 month ago | [YT] | 37
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Hassan Habib
When someone is drowning, it’s not the time to teach them how to swim.
1 month ago | [YT] | 7
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