
Director of Tech Evangelism at @Itential • AWS Community Builder • LinkedIn Learning Instructor • Host of TheCloudGambit • 🏒 Hockey Player
Louisville, KY
Joined October 2017
- Tweets3.3K
- Following1.2K
- Followers1.5K
- Likes5.5K
🎉🏆 Winners of the last week's DevHunt!🎉
Our top 3 champs are:
1⃣🥇 gridctl by wcollins.io – best Dev Tool of the week!!!
▶️ devhunt.org/tool/gridctl
2⃣ ContextGoblin.com 🥈
▶️ devhunt.org/tool/contextgobl…
3⃣ ArchVizr.com 🥉
▶️ devhunt.org/tool/archvizr
Keep up the great work, everyone! 👍
⇨ gridctl by @wcollins.io eliminates fragmented MCP configuration chaos by letting you securely manage, aggregate, and link every MCP server behind a single local endpoint.
⇨ Access your agent skills and tool stacks from anywhere using one declarative YAML file.
Learn more: devhunt.org/tool/gridctl
William Collins retweeted
Putting this in the “yah, we know we screwed up and made the model respond with nonsensical babble to consume even more tokens, but here’s another setting that equally will add yet another CoT process step and burn even more tokens until we can figure something out” category,
The biggest myth in open source: making your code public means giving away your ideas.
@MacroEngineered joined the Art of Network Engineering podcast to give his take: the real competitive moat of any software project isn't the code. It's execution. 👇
bit.ly/45190fe
William Collins retweeted
🧪 gridctl: An MCP gateway with a built-in skill library. Define your MCP servers and reusable skills in a single YAML file, then expose them via a single endpoint. github.com/gridctl/gridctl
Don't miss this new episode of The Art of Network Engineering!
Andy recently sat down with William Collins to discuss a deep dive into the shifting tech landscape, covering everything from GitHub and IP to why execution consistently beats ideas.
Listen: hubs.li/Q04qWJL60
Skills over MCP is not skills vs MCP.
It's skills delivered over MCP as a protocol. Think voice over IP. MCP stays the transport. What rides on top gets a lot more useful.
@MacroEngineered + Angie Jones break it down on this episode from @packetpushers: bit.ly/3RU1XC7
William Collins retweeted
Stumbled upon this great blog post about the pyATS ecosystem. If you want to understand the different parts of pyATS better, check it out!
richardkilleen.co.uk/blog/ne…
William Collins retweeted
Recorded 5 new episodes today at #autocon5. Not a bad first day 💪🏼🇩🇪
Thanks to James Bensley, @MacroEngineered Bart Dorlandt Bart Smeding Chris Grundemann @scottrobohn and Eric Chou 🫶
William Collins retweeted
Our first public #github repo ❤️
github.com/The-Art-of-Networ…
Feel free to report issues or make pull requests so we can make this a truly helpful resource for network engineers.
William Collins retweeted
Connecting enterprise DCs, cloud networks, and AI fabric data centers and/or neoclouds isn't a connectivity problem, it's a boundary problem.
Most architects aren't designing one network; they are designing three or more. Every network in that stack was designed with completely different assumptions about what a network is for.
Your enterprise DC was built for reliability. Traffic comes to it. Failures are predictable.
Your cloud was built for flexibility. Workloads move. Nothing is permanent.
Your AI fabric was built for lossless throughput. One dropped packet stalls the entire GPU cluster. Latency isn't something to be tolerated, it can't be ignored.
These aren't variations on the same network. When you try to connect them (and you need to connect them), three design philosophies are colliding in a no-man's-land where only the barest integrations exist.
Most hybrid architectures get the individual networks right and completely underestimate the boundaries between them, making data experience a second-class life as it traverses networks it wasn't built to live with.
I put together a video walking through where these boundaries break and what architects need to be thinking about. Would love to know if you are seeing this as well, and what we are doing to solve it.
NOTE: I don't offer a solution to the problem in this video, I want to see if this is something people are seeing as well, and collect some opinions.
youtu.be/F8TAbb5LtO8?si=Rt2g…
William Collins retweeted
After the first cohort of Build Intelligent Networks with AI, one thing became really clear: the people are hungry for AI knowledge and hands on skills. They are showing ready to learn. They want to know how to make agents actually hold up inside a real network.
So @MacroEngineered and I rebuilt the workshop around exactly that.
Build Intelligent Networks with AI — Cohort 2
Hosted by Packt. 4 hours, live, hands-on.
This one goes deeper into the engineering side of agentic AI for networking:
– Moving from raw MCP tools to structured, composable skills
– Spec-driven development as a discipline for controlling agent behavior (not a prompt trick)
– Designing agentic loops that know when they're stuck and hand back control safely
– A deep dive into OpenClaw and NetClaw as production-ready frameworks for network agent workflows
Will takes the first half on skills and spec-driven development. I take the second half on agentic loops and a hands-on deployment of OpenClaw / NetClaw against a real topology.
It's aimed at engineers who've already built or used an MCP server and are ready to push past demos into something operationally safe.
Link:
lnkd.in/eSm36Xya
Use code JOHN40 for a discount. Hope to see you there.
William Collins retweeted
After the first cohort of Build Intelligent Networks with AI, one thing became really clear: the people are hungry for AI knowledge and hands on skills. They are showing ready to learn. They want to know how to make agents actually hold up inside a real network.
So @MacroEngineered and I rebuilt the workshop around exactly that.
Build Intelligent Networks with AI — Cohort 2
Hosted by @PacktPublishing. 4 hours, live, hands-on.
This one goes deeper into the engineering side of agentic AI for networking:
– Moving from raw MCP tools to structured, composable skills
– Spec-driven development as a discipline for controlling agent behavior (not a prompt trick)
– Designing agentic loops that know when they're stuck and hand back control safely
– A deep dive into OpenClaw and NetClaw as production-ready frameworks for network agent workflows
Will takes the first half on skills and spec-driven development. I take the second half on agentic loops and a hands-on deployment of OpenClaw / NetClaw against a real topology.
It's aimed at engineers who've already built or used an MCP server and are ready to push past demos into something operationally safe.
Link:
eventbrite.co.uk/e/build-int…
Use code JOHN40 for a discount. Hope to see you there.
William Collins retweeted
🏆 We won the Hackathon for MCP & AI Agents 2026!
The @Itential Hackathon Team is incredibly proud to share that our kagent_vision project took home first place in the MCP & AI Agents Starter Track at MCP_HACK//26.
Knowing that our submission was reviewed by a panel like Kelsey Hightower, Chris Aniszczyk (CTO, CNCF), Alan Blount (Google ADK), Nathan Taber (NVIDIA DGX Cloud), Carlos Santana (AWS), Keith Mattix II (Microsoft), my good friend @SebbyCorp , Lin Sun, Christian Posta, Dmytro Rashko, and Michael Levan — and being recognized by them — is humbling in the best way. This is a panel that has, quite literally, written the books on cloud-native and agentic AI.
What made this win special was the how: this wasn't a one-person sprint. The Itential Hackathon Team collaborated tightly across engineering, product, and design to get kagent_vision across the line — late-night debugging sessions, whiteboard architecture battles, and the kind of "let's just try it" energy that only the best teams have. Every commit had a fingerprint on it.
🔓 And the best part — kagent_vision is fully open source.
It's a kagent Agent with Vision: capture photos, transform them with Nano Banana, animate them with Veo3 — and yes, it supports ASL. You can clone it, run it, break it, extend it. The whole point of MCP is composability, and we want builders to take this and run with it.
👉 Repo: lnkd.in/dtD46m9F
👉 Hackathon: aihackathon.dev/
Huge thanks to solo.io and the entire MCP_HACK//26 organizing crew for putting on a world-class event, and to the global MCP community for being one of the most exciting places to build right now.
And a huge thanks to Jessica Newland @AutomateIP Ankit Bhansali @MacroEngineered @KristenHRachels Holly Holcomb Jesse Ford Peter Sprygada for being part of the hackathon team !
As a team we have agreed to donate 100% of the $1000 prize to the Atlanta Humane Society. Ultimately the Vision Agent prize will go to helping the dogs and cats of Atlanta. For this, I am even more proud.
#MCP #AIAgents #OpenSource #Hackathon #Itential #CloudNative #AgenticAI #kagent
lnkd.in/d7cM8eGS
William Collins retweeted
Alkira built the network for multi-cloud. Now it becomes the network for the AI era.
Amir and Atif Khan helped define SD-WAN at Viptela, acquired by Cisco in 2017. At @alkiranet, they saw the same problem one layer up: enterprises moving across clouds without a modern network to connect it all.
We co-led the Series A when Alkira was just that idea. What they built was a platform that unifies the multi-cloud network and can be deployed in under an hour.
Today, @alkiranet agreed to be acquired by @lumentechco to provide the network foundation for the AI era.
As AI workloads move from experiment to core infrastructure, the network becomes the critical path.
Congratulations to Amir, Atif, and the entire @alkiranet team.
kleinerperkins.com/perspecti…
William Collins retweeted
Jensen is one the smartest and most far seeing folks the world.
"If an AI scientist warns people that AI is going to permeate across radiology and radiologists are going to get wiped out, it might seem helpful but it's hurtful. If we convince everybody not to be radiologists and we now need radiologists, that actually is hurtful to society.
"It is hurtful to convince all the young college graduates not to study software engineering because we are going to need more software engineers than ever.
That's hurtful."
"Scaring people with nonsensical things, which are not going to happen, that this is an existential threat, there's a 20% chance that is is existential, that's ridiculous.
"That it's going to wipe out 50% of college level jobs.
"That is it going to completely destroy democracy.
"These kinds of comments are not helpful. They are made by...CEOS. And you become a CEO, maybe you adopt a God complex and somehow you know everything."
Brutal.
And right.























