I extend my warmest congratulations and blessings to our people and loved ones everywhere on the occasion of the blessed Eid al-Adha. May Allah return it upon you and upon us with goodness, prosperity, and blessings, and may He accept our good deeds and yours. Eid Mubarak!

LLooMA can now search the web. When your question needs a fact, the network fetches it. When search fails, it tells you. No quiet hallucinations. Next step: distribute search across hosts so no one host sees the whole question. blog.peerllm.com/peerllm/rele...

Even with AI, you still need to know what to ask and what to learn. Buddy, by Pallav Rustogi, turns any Git repo into a learning system. Open source. Architecture, entry points, quizzes, starter tasks. The right use of AI in engineering. www.youtube.com/watch?v=a9DJ...

Running a host should not be a guessing game. PeerLLM v1.8.0 adds a Host Cost Estimator. Enter your electricity, internet, and wear and tear, and see how they compare to this machine's estimated rewards. blog.peerllm.com/peerllm/rele...

Imagine growing apples for years, then someone takes them, makes juice, sells it back to you, and never gives you credit. That is how AI was built on human knowledge. I do not think the answer is stopping AI. The answer is building it fairly. www.youtube.com/watch?v=MEAC...

Ever heard of Roaring Bitmaps? They are one of those data structures most developers do not hear about often, but they can help query massive sets of records in a fraction of a second. #dotnet #csharp #algorithms www.youtube.com/watch?v=5Kpu...

The Standard v2.50.0 is released! Huge thanks to Christo du Toit for his outstanding work on this release. Download the PDF here: github.com/hassanhabib/...

I just recorded a new session in my Software Engineering 2.0 series. This one continues the idea that everything is an agent, but takes it one step closer to implementation. www.youtube.com/watch?v=L2lZ...

PeerLLM Host v1.7.1 is out. The goal is simple: faster hosts, better decisions, stronger network. blog.peerllm.com/2026/05/03/v...

There’s something in humans AI can’t model: a decision made with no data, precedent, or evidence — yet somehow exactly right. Enjoy the read. hassanrezkhabib.substack.com/p/purpose-in...

Every AI agent needs a Data layer. Three parts: → Identity — who it is → Capabilities — what it can reach → Structure — the shape of data in and out Without structure, you're gambling with a probabilistic model. Session 3 of Software Engineering 2.0 is up. www.youtube.com/watch?v=cXlo...

PeerLLM v1.6.0 is live. Multiple models loaded at once. Parallel chats with zero cross-talk. Smarter VRAM management with eviction warnings. And you can now redeem token codes in the hosts portal for API credit. Full notes: blog.peerllm.com/releases/pee...

People-First Software Engineering - Interview With @hassanhabib.bsky.social

The Standard is now available as an AI Agent skill on skills.sh: skills.sh/hassanhabib/... here's how you can install it for any AI agent you want: npx skills add hassanhabib/the-standard-skills

Everything is an Agent. That’s the foundation of what I believe is Software Engineering 2.0. We’ve spent years building systems with static inputs and rigid logic but the world we’re building for now is dynamic, contextual, and constantly evolving. www.youtube.com/watch?v=0DCO...

"In God we trust, all others must bring data" - W. Edwards Deming

We’re entering a new shift in software engineering. UI → API → DB got us this far, but it’s static. Now we’re moving toward systems that understand, adapt, and build behavior in real time. Introducing Software Engineering 2.0. www.youtube.com/watch?v=OQVb...

PeerLLM v1.0.0 is live! Read the announcement here: blog.peerllm.com/peerllm/rele...

Whatever you do today - don't run this command: pip install litellm

We’re living with AI slop now. AI writes the code. AI reviews the code. What’s the last line of defense? www.youtube.com/watch?v=NGNm...

Sat down with Sean Cole one of the engineers behind the experiment where stem cells learned to play Doom in just 7 days. This isn't hype - it's actually more fascinating when you dive into the details of it. Check it out here: www.youtube.com/watch?v=F6kz...

LGTM-as-a-Service 25 bucks per PR Lets go! :-)

Just released: EventHighway v2.1.0! Here's what it does: 0/ Fire-and-forget 1/ Fire-n-observe (publish and receive listener responses without tight coupling) 2/ Publisher-controlled retries 3/ Scheduled events 4/ Built-in archiving #dotnet #csharp #architecture www.youtube.com/watch?v=54YW...

PeerLLM v1.0.0 RC March Update March 1st was my target. The public release isn’t live yet (we are very close) and I want to be transparent about why. Read release update note here: blog.peerllm.com/peerllm/rele...

Sat down with @jsnover.com the inventor of PowerShell. We talked about being demoted for believing in an idea, architecting systems that last, and why AI should empower people and not replace them. Technology isn’t about tools. It’s about impact. www.youtube.com/watch?v=5dzu...

Technology should elevate people, not erase them.

Centralized AI concentrates power, cost, and control. Decentralized AI distributes capability, ownership, and progress. I explain why decentralization matters for people, the planet, and the technology itself in this short video. www.youtube.com/watch?v=x-_E...

Typing code was never the job. Thinking was. Programming isn’t dead. It just keeps changing keyboards. It always has. It always will.

The next phase of PeerLLM is about decentralized data, built in a way where no single entity owns the full picture, and creators retain attribution and control. If you’re thinking about where AI infrastructure should be heading long-term, this one’s for you. blog.peerllm.com/peerllm/upda...

Have you ever heard of IPC? In this video, I’ll show you how to make C# talk to Python in a clean, production-ready, and simple way using IPC on Windows. www.youtube.com/watch?v=0qFy...

████████ THE API ███ ███████████ is totally ███████████ ████████ ████████ ████████ ████████ backward ████████ ████████ ████████ ████████ compatible ████████ trust me ██████

In the field of software, learning is essential. However, the approach to learning is unique to each person. Discovering your learning pattern can transform your experience and outcomes.

How LLMs actually work under the hood? it's simpler than you think! Check out my new video here: www.youtube.com/watch?v=z1y-...

This video is the equivalent of “Hello, World!” for LLMs. Learn how to build your own language model from scratch in about 10 minutes. Watch it here: www.youtube.com/watch?v=MpHj...

People-First Software Engineering - Interview With @hassanhabib.bsky.social

PeerLLM v0.9.10 is out. Highlights: 0/ Local chat with your LLMs 1/ Link Hosts to your PeerLLM account 2/ Monitor all Hosts in one place 3/ Better performance with lower memory use 4/ Full local LLM management We’re close to the final release. blog.peerllm.com/2025/12/01/a...

Check out my new video about how PeerLLM now works with VSCode Continue, IntelliJ, and SemanticKernel using the OpenAI API Standard zero code changes needed. This is decentralized AI that fits into your existing tools. www.youtube.com/watch?v=5lNY...

Just released a new episode with Harvard ML Professor Vijay Janapa Reddi — we talked about his 2,500+ page open-source ML systems book, TinyML, TinyTorch, and how software engineers can start their path into ML today. 🎥 Watch here: www.youtube.com/watch?v=l_or...

Thank You, Lord, for everything we are, everything we have, and everything we know. Teach me so that I may teach the world. And forgive me if I ever forget

In this video, I’ll show you how to architect and break down any problem using AI through a simple, intuitive theory that works across all frameworks and languages. Watch here: www.youtube.com/watch?v=BMNi...

Today I'm announceing PeerLLM v0.7.6! This version isn’t just an update. It’s a reinvention. Every line of code was re-examined, rebuilt, and re-imagined so PeerLLM can run anywhere Windows, macOS, or Linux with speed, stability, and purpose. blog.peerllm.com/2025/11/02/a...

We are where we are because of those who selflessly did something for us expecting nothing in return. Pass it forward. Be the force multiplier.

Integrate your C# .NET application with a the decentralized AI network PeerLLM Check it out here today Watch here: www.youtube.com/watch?v=qV0P... #ai #llms #PeerLLM #dotnet #csharp

I wanted to get into data privacy this time with PeerLLM Chat where it focuses on keeping your conversations yours. All chat history in this implementation is stored only locally in your browser, and never in a central server. Link here: chat.peerllm.com

I was today years old when I learned that != and <> usually mean the same thing in SQL 🤯

Today I’m sharing the PeerLLM whitepaper: “PeerLLM: A Manifesto for a Decentralized AI Economy.” It explains how anyone can turn their computer into part of a global AI network earning from their own compute, data, and models. Read it here: www.peerllm.com/PeerLLM%20Wh... #ai #llms

Did you know that you can do this with interpolation for numeric values in C#? Here's some others you can try: F → Fixed decimals N → Number with commas C → Currency P → Percent E → Scientific X → Hexadecimal Read more here: learn.microsoft.com/en-us/dotnet... #dotnet #csharp

"I screamed at God for the starving child until I realized the starving child was God screaming at me." Donate urgently to the children of #Gaza: www.savethechildren.org/us/where-we-...

"I screamed at God for the starving child until I realized the starving child was God screaming at me." - Unknown

A little demo to run LLMs locally and have them potentially generate passive income for you over a decentralized AI network. Check out PeerLLM here: www.youtube.com/watch?v=OFax...