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Pete Welcher

@pjwelcher.bsky.social
4.2K followers 555 following 263 posts

CCIE #1773. Retired network architect, love blogging (or the sound of my own words?)! Coding, TechFieldDay, hike/travel with wife! Wesleyan U, MIT PhD Math, taught USNA, Cisco training & consulting. Co-founder of NetCraftsmen. Politics: @pjwelcherPoli.

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Pete Welcher @pjwelcher.bsky.social · 12h
My #CFD26 blog about Clumio: Smart Cloud Data Recovery. Tags: #PeterWelcher #CCIE1773 #Commvault #Clumio #CloudRecovery #CloudDataRecovery #CloudBackup #ClumioBackTrack #ClumioFinalCut URL: www.linkedin.com/pulse/clumio...
linkedin.com
Clumio: Smart Cloud Data Recovery
How do you back up your apps/data in the Cloud? How do you do that efficiently for massive amounts of data? Can you do better than cloud vendor-supplied tools? Commvault’s 2024 acquisition Clumio pres...
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Pete Welcher @pjwelcher.bsky.social · 29/09/2026
Quick Take blog re #CFD26 posted with terse summaries. Tags: #PeterWelcher #CCIE1773 #CFD26 #VMware #Broadcom #SelectorAI #Commvault #Clumio #SelectorFoundry #TechFieldDay #Futurum URL: www.linkedin.com/pulse/quick-...
linkedin.com
Quick Take: Cloud Field Day 26
Cloud Field Day 26 took place September 23-24, i.e.
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Pete Welcher @pjwelcher.bsky.social · 23/09/2026
Broadcom/VMware presenting now at #CFD26 (corrected link): techfieldday.com/appearance/b...
techfieldday.com
VMware by Broadcom Presents at Cloud Field Day 26 - Tech Field Day
Broadcom will be at Cloud Field Day 26 to make the case that private cloud, based on VMware Cloud Foundation, is the most cost-effective and more secure infrastructure for production AI. Across three ...
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Pete Welcher @pjwelcher.bsky.social · 23/09/2026
Broadcom/VMware presenting nto at #CFD26 (corrected link): techfieldday.com/appearance/b...
techfieldday.com
VMware by Broadcom Presents at Cloud Field Day 26 - Tech Field Day
Broadcom will be at Cloud Field Day 26 to make the case that private cloud, based on VMware Cloud Foundation, is the most cost-effective and more secure infrastructure for production AI. Across three ...
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Pete Welcher @pjwelcher.bsky.social · 23/09/2026
#CFD26 Selector.AI now presenting: LinkedIn Live - www.linkedin.com/events/75064... YouTube Live - youtube.com/live/zErPx5a...
linkedin.com
LinkedIn Login, Sign in | LinkedIn
Login to LinkedIn to keep in touch with people you know, share ideas, and build your career.
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Pete Welcher @pjwelcher.bsky.social · 23/09/2026
Commvault/Clumio presenting now at #CFD26 techfieldday.com/appearance/c...
techfieldday.com
Commvault Presents at Cloud Field Day 26 - Tech Field Day
Cloud-native applications depend on data distributed across databases, object stores, retrieval pipelines, and lakehouse tables. When that data is deleted, corrupted, or changed by a bad deployment, r...
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Pete Welcher @pjwelcher.bsky.social · 21/09/2026
Looking forward to being a delegate at CFD26 Wed-Thurs this week. Live video of presentations and announcements from Selector, Commvault, and Broadcom NSXl Join us if you can: techfieldday.com/event/cfd26/
techfieldday.com
Cloud Field Day 26 - Tech Field Day
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Pete Welcher @pjwelcher.bsky.social · 21/09/2026
I’ll be there as a delegate!
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Pete Welcher @pjwelcher.bsky.social · 16/09/2026
Just posted some thoughts in an article titled “AI Apocalypse and ROI”, along with some great links. Tags: #PeterWelcher #CCIE1773 #AIApocalypse #AIROI #ROI #AIDatacenters. www.linkedin.com/pulse/ai-apo...
linkedin.com
AI Apocalypse and ROI
This past week there were some interesting developments in AI worth commenting on. “AI Apocalypse”, “AI Pause”, “AI Crash”.
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Pete Welcher @pjwelcher.bsky.social · 10/09/2026
New AIOPs series blog with some thoughts: “AIOps Tools: NetAI”. Tags: #PeterWelcher #CCIE1773 #AIOps #NetOps #AIOpsTools #NetAI #GNN #DeterministicRCA. www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps Tools: NetAI
NetAI is a vendor-neutral flow-aware network management and root cause finding tool, with impressive graphics, including a graphical view of key network layers. NetAI presented at NFD40 — see the link...
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Pete Welcher @pjwelcher.bsky.social · 03/09/2026
Some thoughts about Cisco’s MyAgent announcement: AIOps: Cisco’s MyAgent. Tags: #PeterWelcher #CCIE1773 #AIOps #NetOps #Cisco #MyAgent #CiscoMyAgent URL: www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps: Cisco’s MyAgent
Cisco recently announced MyAgent for internal use. It’s important, and I have some thoughts about it, hence this blog.
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PackITForwarding.com @ntwrk80.bsky.social · 02/09/2026
Every engineer knows the 2 AM jump box problem: no tools, no install rights, and a path you can't see. HopMatrix is one portable EXE — continuous visual traceroute, per-hop latency graphs, AS mapping, hop-by-hop MTU discovery. Free.
packitforwarding.com
Now Introducing… HopMatrix!.
Every network engineer knows the 2 AM problem: you're on a customer jump box, you can't install anything, and the tools you do have won't show you what's actually happening. HopMatrix is one portable executable that answers it — continuous visual traceroute with per-hop latency and loss graphs, autonomous system mapping, a time slider to replay intermittent issues, and hop-by-hop path MTU discovery. Here's a first look, plus two real cases where it found what packet captures alone couldn't.
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SomeClown @someclown.bsky.social · 02/09/2026
Here's a write-up of the Claude agent team I built to help write software in a more predictable, reliable, and ultimately human way... complete with planning and testing and everything in between. packetqueue.net/blog/the-fir...
packetqueue.net
The First Rule of The Foundry: Releasing an AI Agent Team for Claude Code
I asked an AI to tidy up my blog repo and it accidentally organized itself into a nine-member development team. I'm releasing that team, free, on GitHub.
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Steve Puluka @spuluka.bsky.social · 12/08/2026
The joining of @kentik.bsky.social withInfoblox seems like a really good fit for capabilities with virtually no overlap. Will be interesting to see what develops as the tools start to work together. www.infoblox.com/blog/company...
infoblox.com
Kentik Joins Infoblox: Network Observability & AI
Discover how Kentik and Infoblox combine network observability, authoritative network data and AI-driven operations to simplify hybrid multi-cloud infrastructure.
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Pete Welcher @pjwelcher.bsky.social · 06/08/2026
Fresh AIOps series blog about Kentik (and InfoBlox because of acquisition). Fun speculation about what might come from it! And many links, as usual. Hashtags: #PeterWelcher #CCIE1773 #AIOps #NetOps #Infoblox #Kentik #AIOpsTools. URL: www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps Tools: Kentik + Infoblox
I planned to write about Kentik. Very recently Infoblox announced plans to acquire Kentik.
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Pete Welcher @pjwelcher.bsky.social · 02/08/2026
Hey, there’s a new book out that might be quite useful for getting started doing (safe) AI NetOps. Title: “AI Agents for Network Operations”, Author: Sif Baksh. Tags: #PeterWelcher #CCIE1773 #SifBaksh #Networking #NetOps #AIOps #AIAgents URL: www.linkedin.com/pulse/quick-...
linkedin.com
Quick Take: New Book “AI Agents for Network Operations”
There’s a new book out that might be of major interest to folks looking to add AIOps to their network. The content looks very useful and on-target, but I have not yet read the book in detail.
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Pete Welcher @pjwelcher.bsky.social · 30/07/2026
New post with some thoughts about ROI and AI: “Is AI Too Expensive?”. Tags: #PeterWelcher #CCIE1773 #StateOfAI #AI #AIOps #QuickTake #ROI. URL: www.linkedin.com/pulse/ai-too...
linkedin.com
Is AI Too Expensive?
I’ve collected a lot of AI-related links, but I’m not feeling like organizing them to share in a full Quick Take blog. Hey, it’s Summer! Instead, here’s a brief blog with my impressions of the current...
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Pete Welcher @pjwelcher.bsky.social · 23/07/2026
Posted new blog: AIOps Tools-Splunk. I summarize Splunk, focus on what AI is built in or supported. Is there more than Machine Learning there? Tags: #PeterWelcher #CCIE1773 #TechFieldDay #CLUS26 #AINetworking #AIOps #Splunk #SplunkAI URL: www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps Tools: Splunk
Huh? Splunk does AIOps? Or not? This blog discusses that. It also compares Splunk’s market positioning to some of the AIOps tools, like the ones I’ve already covered: Selector.
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Tech Field Day @techfieldday.com · 22/07/2026
In this episode of the Tech Field Day News Rundown, hosts Tom Hollingsworth and Alastair Cooke examine the top stories reshaping enterprise technology and global policy. @TechFieldDay.com @NetworkingNerd.net @DemitasseNZ.bsky.social @Cisco.com #TFDRundown #OpenAI #EdgeAI #CyberSecurity #TechNews
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Pete Welcher @pjwelcher.bsky.social · 16/07/2026
Just posted #2 in AIOps series: AIOps Tools: Forward. Hashtags: #PeterWelcher #CCIE1773 #TechFieldDay #CLUS26 #AINetworking #AIOps #Forward #ForwardNetworks #ForwardPredict. URL: www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps Tools: Forward
Forward is now the name of the former “Forward Networks”. Their website is still forwardnetworks.
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Stephen Foskett @stephen.fosketts.net · 13/07/2026
#AIIFD5
techstrong.ai
The New Governance Control Plane for Enterprise AI
Systems can remain fully operational from an infrastructure perspective while becoming completely untrustworthy.
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Pete Welcher @pjwelcher.bsky.social · 08/07/2026
New posting, first in a series: AIOps Tools: Selector.AI. #PeterWelcher #CCIE1773#TechFieldDay #NetworkingForAI #AINetworking #AIOps #AIOpsTools #Selector.AI URL: www.linkedin.com/pulse/aiops-...
linkedin.com
AIOps Tools: Selector.AI
This blog is a follow-on to some of my #NFD40 and #AIFD8 related blogging. It is intended as the first in a series, one blog per AIOps / Net Management product.
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Stephen Foskett @stephen.fosketts.net · 07/07/2026
#AIIFD5
paradigmtechnica.com
Your GPUs Are Working Hard. They’re Just Not Doing Useful Work. – Paradigm Technica
Here’s a number worth sitting with: modern AI inference systems commonly show 100% GPU utilization while wasting 60% of their compute cycles recalculating context they already processed. The GPUs aren’t...
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Tech Field Day @techfieldday.com · 06/07/2026
Inefficient AI inference? @Poller highlights wasted GPU cycles reprocessing context. @Solidigm & @MinIO's solution: high-density NVMe storage as shared context memory boosts concurrent requests & reduces Time to First Token. Coverage #AIIFD5
buff.ly
Your GPUs Are Working Hard. They’re Just Not Doing Useful Work. – Paradigm Technica
Here’s a number worth sitting with: modern AI inference systems commonly show 100% GPU utilization while wasting 60% of their compute cycles recalculating context they already processed. The GPUs aren’t...
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Tech Field Day @techfieldday.com · 02/07/2026
In this Tech Field Day Podcast clip, brought to you by @Cisco, Ryan Booth explains why enterprises should prioritize flexible infrastructure that can adapt as AI workloads evolve from inference to training and beyond. @That1Guy15.bsky.social #TFDPodcast #AIInfrastructure #DataCenter
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Stephen Foskett @stephen.fosketts.net · 01/07/2026
#AIIFD5
techstrong.ai
The Hidden Scaffolding of Enterprise AI
We keep hearing about the glamorous side of artificial intelligence: massive frontier models, reasoning loops, and multimodal breakthroughs.
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Pete Welcher @pjwelcher.bsky.social · 28/06/2026
Recent multi-day meetup of families and destination wedding went very well. Great job by the venue, hawkesdene.com. Thanks! #hawkesdene
hawkesdene.com
Hawkesdene Private Estate Rental - Andrews NC - Destination Wedding
Hawkesdene estate. Deluxe accommodations and special event facilities for weddings and reunions. Mountains of Western North Carolina near Andrews.
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Stephen Foskett @stephen.fosketts.net · 25/06/2026
#AIFD8
techstrong.ai
The Age of Innocence Is Over
As organizations deploy AI workloads at scale, operational complexity is increasing across infrastructure, storage, GPUs and models.
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Stephen Foskett @stephen.fosketts.net · 25/06/2026
#AIFD8
jimthewhyguy.com
Cisco: Gladys Isn’t Happy. Nexus Hears Her Cry. - Generally, It Depends
I've heard from Cisco more than a few times at prior Tech Field Days. As AI continues to penetrate every aspect of IT organizations' workflows, they offered some interesting insights on the future of...
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Pete Welcher @pjwelcher.bsky.social · 17/06/2026
Updated the listing of NFD40 BLOG LINKS! (Round 3!). See the tail end of the article, the “Fresh Links 3” section of the URL below. Tags: #PeterWelcher #CCIE1773 #NFD40 #Arista #Cisco #Nokia #Netris #Aviz #Lightyear #NetAI #SelectorAI #UpscaleAI www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40 Blog Links Listing
For the recent NFD40 event, I had the idea of including and updating other delegates’ article postings on each vendor I posted about. I’ve gone back through and cross-checked against the Tech Field Da...
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Pete Welcher @pjwelcher.bsky.social · 11/06/2026
New post “Selector.AI: One Tool to Rule It All”, about the impressive structure of Selector.AI, based on #AIFD8, #NFD40, and #NFD37. Tags: #PeterWelcher #CCIE1773 #NetworkingFieldDay #TechFieldDay #AIOps #SelectorAI #NetworkingForAI #AINetworking URL: www.linkedin.com/pulse/select...
linkedin.com
Selector.AI: One Tool to Rule It All
Selector.AI recently presented about their impressive product at several Tech Field Day events, most recently NFD40, AIFD8, and NFD37.
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Pete Welcher @pjwelcher.bsky.social · 09/06/2026
Updated my NFD40 Blog Links listing with even more blog etc. links. See the tail end of the article, the “Fresh Links” section of the URL below. Tags: #PeterWelcher #CCIE1773 #NFD40 #Arista #Cisco #Nokia #Netris #Aviz #Lightyear #NetAI #SelectorAI #UpscaleAI www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40 Blog Links Listing
For the recent NFD40 event, I had the idea of including and updating other delegates’ article postings on each vendor I posted about. I’ve gone back through and cross-checked against the Tech Field Da...
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Pete Welcher @pjwelcher.bsky.social · 28/05/2026
I added new blog/article links to my NFD40 Blog Links listing, towards the end. See the 
“Fresh Links” section of the URL below. Tags: #PeterWelcher #CCIE1773 #NFD40 #Arista #Cisco #Nokia #Netris #Aviz #Lightyear #NetAI #SelectorAI #UpscaleAI www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40 Blog Links Listing
For the recent NFD40 event, I had the idea of including and updating other delegates’ article postings on each vendor I posted about. I’ve gone back through and cross-checked against the Tech Field Da...
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Dare Obasanjo @carnage4life.bsky.social · 27/05/2026
Erin Brockovich has been fighting evil corporations that pollute the environment for so long that there was a Hollywood movie about her starring Julia Roberts back in 2000. It's a bad sign for the AI industry that she is now on the anti-data center bandwagon.
newsweek.com
Erin Brockovich asks Americans for help as she launches data center map
The activist has launched a website to track community concerns as AI data centers proliferate across the country.
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Stephen Foskett @stephen.fosketts.net · 27/05/2026
Enterprises are not seeing the ROI from AI coding and agents. And they're getting walloped by the cost. Get ready for the bubble to burst! garymarcus.substack.com/p/if-...
garymarcus.substack.com
If enough other companies report the same, the bubble pops. 🫧
Breaking: “Uber COO Andrew Macdonald said he’s not seeing proportional productivity gains from increasing AI costs.”
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Stephen Foskett @stephen.fosketts.net · 27/05/2026
"Sadly, our society is oriented around the power fantasies of the mediocre and spiritually-dead losers, people bereft of pride or joy in the things they create that believe that they're owed everything." www.wheresyoured.at/the-reven...
wheresyoured.at
Revenge of The Business Idiot
If you liked this piece, you should subscribe to my premium newsletter. It’s $70 a year, or $7 a month, and in return you get a weekly newsletter that’s usually anywhere from 5,000 to 18,000 words, including vast, detailed analyses of NVIDIA, Anthropic and OpenAI’s
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Pete Welcher @pjwelcher.bsky.social · 21/05/2026
Just posted: all the #NFD40 blog/article links I know of. Tags: #PeterWelcher #CCIE1773 #NFD40 #Arista #Cisco #Nokia #Netris #Aviz #Lightyear #NetAI #SelectorAI #UpscaleAI URL: www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40 Blog Links Listing
For the recent NFD40 event, I had the idea of including and updating other delegates’ article postings on each vendor I posted about. I’ve gone back through and cross-checked against the Tech Field Da...
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Stephen Foskett @stephen.fosketts.net · 20/05/2026
"Two out of three chief executives are buying a tool they cannot evaluate, cutting staff on capability claims they cannot verify and calling the result a strategy. On a conference stage, this is called vision. On a balance sheet, it is called an unfunded liability." www.forbes.com/councils/forbe...
forbes.com
The AI Layoff Bill Is Coming Due, And CTOs Are Going To Pay It Twice
Most of these decisions were not made by people who understood the limits of the technology.
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Pete Welcher @pjwelcher.bsky.social · 14/05/2026
New #NFD40 article: Lightyear.AI for Better Telecom Management. Tags: #PeterWelcher #CCIE1773 #NFD40 #NetworkingFieldDay #TechFieldDay #NetworkingForAI #AINetworking #AIWANCircuitManagement #LightyearAI URL: www.linkedin.com/pulse/lighty...
linkedin.com
Lightyear.AI for Better Telecom Management
Lightyear.AI provides AI-assisted web-based automation for ease of contracting and managing telecom services.
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Steve Puluka @spuluka.bsky.social · 12/05/2026
I enjoyed being a delegate for #XFD15 by the @techfieldday.com team. @futurumgroup.bsky.social Research presented their Cybersecurity and resilience data survey by @fsmontenegro.bsky.social and @networkingnerd.net Showing the major trends for the industry. www.linkedin.com/pulse/curren...
linkedin.com
Current trends in Cybersecurity from Futurum Group Research
The Futurum Group Research is part of the presentations at Security Field Day on April 29, 2026. Presented by both Fernando Montenegro and Tom Hollingsworth.
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Pete Welcher @pjwelcher.bsky.social · 12/05/2026
A fresh #NFD40 blog: Upscale AI Is Optimizing AI Networking. Tags: #PeterWelcher #CCIE1773 #NFD40 #NetworkingFieldDay #TechFieldDay #NetworkingForAI #AINetworking #UpscaleAI URL: www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40: Upscale AI Is Optimizing AI Networking
Upscale AI is rethinking and optimizing AI networking with their SkyHammer architecture, due for 2026 release. Their solution architecture encompasses from ASIC chip up through the system, and rack la...
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Stephen Foskett @stephen.fosketts.net · 06/05/2026
#NFD40
techstrong.it
Moving Beyond LLMs with NetAI and Graph Neural Networks
Network engineering has spent the better part of a decade trying to figure out how to fit artificial intelligence into workflows.
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Tony @tonhe.bsky.social · 07/05/2026
AI NOC, Not AI-on-NOC: Aviz Flips the Stack routerjockey.com/aviz-nfd40-a...
routerjockey.com
AI NOC, Not AI-on-NOC: Aviz Flips the Stack
Thomas Scheibe walked on stage and said the quiet part out loud. Most “AI for networking” pitches you’ve sat through this year work the same way: vendor has a controller, they bolt-on an LLM and call ...
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Pete Welcher @pjwelcher.bsky.social · 07/05/2026
New article posted: NFD40: NetAI Deterministic Analysis Enables Automated Problem Resolution. Tags: #PeterWelcher #CCIE1773 #NFD40 #NetworkingFieldDay #TechFieldDay #NetworkingForAI #AINetworking #NetAI #AINetManagement URL: www.linkedin.com/pulse/nfd40-...
linkedin.com
NFD40: NetAI Deterministic Analysis Enables Automated Problem Resolution
NetAI presented about its Core + GraphIQ components. They form a machine-learning (“ML”), Graph Neural Network (GNN), and AI-based tool that ingests data from multiple sources, models it, and identifi...
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Tech Field Day @techfieldday.com · 06/05/2026
Mobility Field Day continues now! 🛜 📆 #MFD14 👉 May 6 - 8! Tune in to see #CelonaIO present on YouTube, LinkedIn, or our website! 🔺 YouTube: buff.ly/GXW1J2S 🔹 LinkedIn: buff.ly/DkeViNf @NetworkingNerd.net @TechFieldDay.com #Mobility #AI
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Tech Field Day @techfieldday.com · 05/05/2026
Mobility Field Day 👉 May 6 - 8! 🛜 📆 #MFD15 See #Fortinet will present at 3:30PM US/Pacific Thursday, May 7th on YouTube, LinkedIn, or our website! 🔺 YouTube: buff.ly/GXW1J2S 🔹 LinkedIn: buff.ly/DkeViNf @NetworkingNerd.net @TechFieldDay.com #Mobility #AI
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Pete Welcher @pjwelcher.bsky.social · 05/05/2026
New article about Selector.AI’s exciting presentation: NFD40: Selector.AI Finds the Problem. Hashtags: #PeterWelcher #CCIE1773 #NFD40 #NetworkingFieldDay #TechFieldDay #NetworkingForAI #AINetworking #Selector #SelectorAI. URL: www.linkedin.com/article/edit...
Graphic saying "Pete's Take"
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Jason Gorman @jasongorman.bsky.social · 02/05/2026
I've joked about the possibility of human experts ending up being the better *and* the cheaper option to LLMs, but I also kind of meant it.
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