Categories
Conferences Developer Relations Presentations What I’m Up To Work

My DevRelCon NYC 2026 talk: “The Market is Trying to Tell You Something”

Here’s the video of a lightning talk at I gave at DevRelCon NYC on Thursday, July 24, 2026 at Industry City in Brooklyn:

The talk gets its material from my 12-month developer relations job search that took place in 2025. I kept a diary of my search, kept records of every resume and cover letter I sent, compiled email exchanges between me and prospective employers, and whenever possible, made recordings of conversations and interviews throughout the process.

If you’re looking for developer relations work today, you might find my observations and advice useful.

This talk’s title, The Market is Trying to Tell You Something, comes from an observation I made when watching a film that’s 21 years old now: Star Wars: Revenge of the Sith.

During the scene where a not-yet-corrupted Anakin Skywalker and a not-yet-revealed-Sith-Lord Chancellor Sheev Palpatine are watching an underwater opera (its name is Squid Lake, and it’s the creation of a species called Mon Calamari; look it up!). Palpatine keeps talking about the power of the Dark Side and the knowledge of the Sith, and Anakin doesn’t seem to be cluing in. I imagine him thinking “I think the Chancellor is trying to tell me something”.

My argument is that the job market has been trying to tell us something for the past couple of years, and much of the guidance we’re still getting misses the signs as much as Anakin did.

I noticed this first signal barely a week into that year-long job search. It became apparent to me that developer relations job descriptions quietly rewrote themselves.

By “quietly”, I mean that the job descriptions as written didn’t change, but actual job descriptions did. The age of AI is turning us more into generalists, and the (often theoretical) wall between developer relations and the related fields of marketing and sales is disappearing.

The developer relations job description you see is often a copy-paste from 2023 or earlier, and it’s not an accurate description of the job today.

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The quietly-rewritten job description reveals itself in the interview. I noticed this a couple of weeks into the process, after interviewing with a third prospective employer: The interviews were testing for things that weren’t in the job description.

One particular prospect made this painfully apparent to me. I was in the final interviews with this one company where they’d asked me to prepare a demo for developers. When the interview took place, they changed things up and said “Let’s do a mock sales call for Sony”, without my having any idea of what their particular development needs are (aside from the PlayStation, do they do anything technological that matters anymore?) or getting any prep time.

After that fiasco, I changed the balance of my questions in earlier interviews with companies to find out what figure out what was being left out of the written job description, the prospect’s idea of what “developer relations” meant (this was often very fuzzy), and identifying the person whom I’d really be reporting to, and what KPIs they were being measured on.

The final signal I saw took a couple of months’ worth of interviews to truly crystallize, because it’s the most subtle of the three. It’s that “DevRel ROI” now actually means something, and that “something” is what pays your salary.

This basically means that organizations no longer view “Hey, people have heard of us!” or “People like us!” as the measure of developer relations success. This was fine for the pre-COVID, pre-AI, middle-of-ZIRP era of the 2010s, but table stakes now. There now has to be some kind of financial success metric that can be connected to you.

So with these three signals in mind, I now have three action items that you can act on right now.

First, pick a metric that you can credibly own, and start tracking it right now. It doesn’t have to be a present-day metric if you’re currently out of work; find some number that you improved in your last role.

Developer relations’ effects are more indirect than those of marketing and considerably more indirect than sales’, so it’s forgivable in the beginning if you pick a vanity metric. One of mine is from Auth0, where I grew mobile developer readership (fortunately, I kept track of these things for a time when I’d need them) from 0 to 20,000/month, simply because I was the only one consistently writing mobile developer articles.

You probably already know this, but it’s worth repeating: Reframe what you’re doing around outcomes, not activities.

It may be obvious, but if you’re in any line of work that requires convincing people, know that there is great power in stating the obvious.

And finally: Read interviews as a diagnostic of whether the role will exist next year.

During an interview, if one of the interviewers says “Oh, by the way, we’re also bringing on we’re also bringing on a growth person and we may be reviewing how they interact with the developer relations team,” that’s a good sign that the developer relations team will get cut down or reshuffled. This has happened to me on three different occasions where the developer advocate role was cancelled sometime during the interview process.

One of the best things you can do, assuming you get permission to record (legalities about this will very on where you are), record everything. Then feed it to an LLM, and ask it to analyze what you and your interviewers say in the interview. Ask the LLM to be brutal. The evaluations it will give you will sometimes be unpleasantly revelatory, but LLMs are reasonable at picking up cues you might miss, usually because going through interviews is an emotionally distracting experience.

I closed by referring to Tim Falls’ talk at the start of the day, which he began with a heartbeat-like drumbeat on a hand drum as encouragement for the audience to listen with their hearts.

Then, after announcing that I would use music to help the audience overcome their fear of AI, I played Because of AI, my AI-flavored parody song based on Afroman’s Because I Got High.

My thanks to the DevRelCon organizers for a great conference and for considering my talk proposal worthy of putting onstage!

Categories
Picdump

Saturday picdump for Saturday, October 3

Happy Saturday, everyone! Here on Global Nerdy, Saturday means that it’s time for another “picdump” — the weekly assortment of amusing or interesting pictures, comics, and memes I found over the past week. Share and enjoy!




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Categories
Current Events Meetups Tampa Bay

Tampa Bay tech, entrepreneur, and nerd events list (Monday, October 5 – Sunday, October 11)

Here’s what’s happening in the thriving tech scene in Tampa Bay and surrounding areas for the week of Monday, October 5 through Sunday, October 11!

This list includes both in-person and online events. Note that each item in the list includes:

✅ When the event will take place

✅ What the event is

✅ Where the event will take place

✅ Who is holding the event

This week’s events

Monday, October 5

Event name and location Group Time
Venice Area Toastmasters Club #5486
Online event
Toastmasters District 48 7:30 AM to 9:00 AM EDT
Speakeasy Toastmasters #4698
Online event
Toastmasters District 48 6:00 PM to 8:00 PM EDT
ACE Advanced Toastmasters 3274480
Online event
Toastmasters Divisions C & D 6:00 PM to 7:30 PM EDT
Sarasota Blood on the Clocktower
Clocktower meetup
Board Games and Card Games in Sarasota & Bradenton 6:00 PM to 10:00 PM EDT
Games at Barriehaus Trinity
Barriehaus Beer Company, Trinity
Advance 3 Spaces Neurodivergent Social Gaming 6:00 PM to 8:00 PM EDT
MTG: Commander Night
Critical Hit Games
Critical Hit Games 6:00 PM to 11:00 PM EDT
Toast of Lakewood Ranch Toastmasters Club
Lakewood Ranch Town Hall
Toastmasters District 48 6:30 PM to 7:30 PM EDT
North Port Toastmasters Meets Online!!
Online event
Toastmasters District 48 6:30 PM to 8:00 PM EDT
Clearwater Streamline Coding with Claude AI
1811 N Fort Harrison Ave
Building Better Software With Claude Code 6:50 PM to 7:50 PM EDT
Euchre – Voodoo Brewery
Voodoo Brewery
Euchre- At Voodoo Brewery 6:50 PM to 9:15 PM EDT
Lakeland (FL) Toastmasters Club #2262
GFWC United Women’s Club of Lakeland
Toastmasters Division E 7:00 PM to 8:30 PM EDT
Let’s Talk Toastmasters
Online event
Toastmasters Divisions C & D 7:00 PM to 8:30 PM EDT
Hidden Gems Night, Presented by A Duck!
Online event
Nerdbrew Events 7:00 PM to 10:00 PM EDT
Playing Nintendo Games (Nintendo Switch and Switch 2)
Online event
Nintendo Meetup Central Florida 7:00 PM to 9:00 PM EDT
Are We Wasting Our Lives? Seneca and the Art of Using Time Wisely
Online event
Philosophy for Everyday Life – Talks and Classes in Florida 7:00 PM to 8:00 PM EDT
DigiMondays
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:30 PM to 9:30 PM EDT
Weekly General Meetup
Online event
Beginning Web Development 8:00 PM to 9:00 PM EDT
Where is Bitcoin Going?
Online event
Bitcoiners of Southwest Florida 9:00 PM to 10:00 PM EDT
Return to the top of the list

Tuesday, October 6

Event name and location Group Time
Clearwater Level Up With Claude Code
X428+VH Clearwater
Building Better Software With Claude Code 1:23 AM to 2:23 AM EDT
v-Lean Coffee
Online event
Tampa Bay Agile 7:30 AM to 8:30 AM EDT
CEO Toastmasters
Online event
Toastmasters Divisions C & D 8:00 AM to 9:00 AM EDT
Bounce Back From A Layoff
Online event
Tech Success Network 10:00 AM to 11:00 AM EDT
Disney Lorcana Night
Critical Hit Games
Critical Hit Games 6:00 PM to 11:00 PM EDT
Hobby Night
Critical Hit Games
Critical Hit Games 6:00 PM to 11:00 PM EDT
Loner Seekers Euchre – Tampa
Shamrocks Ale House
Loner Seekers Euchre – Tampa 6:30 PM to 9:30 PM EDT
D&D @ Critical Hit Games (Full)
Critical Hit Games
RPG-Pinellas 6:30 PM to 11:00 PM EDT
Find Your Voice: Dunedin Toastmasters
Unity Community Church
Dunedin Toastmasters 2166 7:00 PM to 8:30 PM EDT
Winter Springs Toastmasters Club
Online event
Toastmasters Divisions C & D 7:00 PM to 8:15 PM EDT
St. Pete Beers ‘n Board Games Meetup for Young Adults
3 Daughters Brewing
St. Pete Beers ‘n Board Games for Young Adults 7:00 PM to 10:00 PM EDT
Boards & Bones Table Top RPGs
Gambit Games
Nerdbrew Events 7:00 PM to 10:00 PM EDT
Yu-Gi-Oh Evening Tournament
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:00 PM to 11:00 PM EDT
Badass Babes – Weekly Movie Night
Online event
Nerdbrew Events 7:30 PM to 9:30 PM EDT
Trading Tuesday
Online event
Bitcoiners of Southwest Florida 8:00 PM to 9:00 PM EDT
Return to the top of the list

Wednesday, October 7

Event name and location Group Time
World Toasters Toastmasters Club
Online event
Toastmasters Division E 7:05 AM to 8:00 AM EDT
Tampa Highrisers Toastmasters
Hyde Park United Methodist Church
Toastmasters District 48 7:45 AM to 8:45 AM EDT
Computer Repair Clinic
2079 Range Rd
Tampa Bay Technology Center 8:30 AM to 12:30 PM EDT
Productivity Wednesday
300 E State Street
Kazba Cafe – Oldsmar FL 10:00 AM to 3:00 PM EDT
Launch a Brand People Remember: Name, Story and Voice with Claude [ONLINE]
Online event
The AI Launchpad 2:00 PM to 3:00 PM EDT
Clearwater Building Faster with Claude Code
X4V9+XX Clearwater
Building Better Software With Claude Code 3:51 PM to 4:51 PM EDT
Wednesday Night Gaming
Nerdy Needs
Brandon Boardgamers 5:00 PM to 10:00 PM EDT
40k Escalation League
Battlebrush Games
Battlebrush Games: Paint Minis & Play Warhammer/Warmachine 5:00 PM to 9:00 PM EDT
CNC Wednesday’s
MakerSpace St. Petersburg
Makerspaces Pinellas Meetup Group 5:30 PM to 7:30 PM EDT
Building Agentic AI Assistants with Graphs Retrieval Augmented Generation
Entrepreneur Collaborative Center
Tampa Bay Biotech 5:30 PM to 7:30 PM EDT
Wednesday Board Game Night
Bridge Center
Tampa Gaming Guild 5:30 PM to 11:00 PM EDT
Orlando Chess Association
West Osceola Library
Greater Orlando Chess 5:30 PM to 8:30 PM EDT
Tech meetup @Yuengling Draft Haus
Yuengling Draft Haus & Kitchen 11109 N 30th St · Tampa, FL
Tampa Bay New-In-Tech 6:00 PM to 8:00 PM EDT
Board game night at CHG!
Critical Hit Games
Saint Pete Boardgamers 6:00 PM to 11:00 PM EDT
Casual Commander Wednesdays
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 6:00 PM to 11:00 PM EDT
Social Happy Hour
Ed’s Tavern
Bradenton Woman’s Book Club 6:00 PM to 8:00 PM EDT
Blockchain & Crypto Investors & Enthusiasts – International Blockchain Group
Grand Central Brewhouse
Blockchain and Crypto Investors and Enthusiasts 6:30 PM to 8:30 PM EDT
Together Women Rise Book Circle: Bring a Book, Bring an Idea
Together Women Rise: Sarasota Book Circle 6:30 PM to 8:30 PM EDT
Magic Pioneer Event
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 6:45 PM
Sun Coast Euchre Club
The Hanger Restaurant & Flight Lounge
Suncoast Euchre Club -St Pete 6:50 PM to 8:50 PM EDT
Carrollwood Toastmasters Meetings meet In-Person and Online
Jimmie B. Keel Regional Library
Toastmasters District 48 7:00 PM to 8:30 PM EDT
Games & Grog! Board game night @ Peabodies
Peabodies
Nerdbrew Events 7:00 PM to 11:00 PM EDT
St Pete Wednesday Game Night
Right Around The Corner
St Pete Game Night 7:00 PM to 9:00 PM EDT
Board Games at M+M
M+M videogames
Tampa 20’s and 30’s Social Crew 7:00 PM to 9:00 PM EDT
Cardfight Vanguard!! OverDress Weekly
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:30 PM to 9:30 PM EDT
October meetup – The Sailor Who Fell From Grace With The Sea by Yukio Mishima
Pier 22
Reading the Classics 7:30 PM to 9:30 PM EDT
Return to the top of the list

Thursday, October 8

Event name and location Group Time
Sarasota Speakers Exchange Toastmasters
Online event
Toastmasters District 48 12:00 PM to 1:00 PM EDT
Open Board Gaming Day at Dark Side
Dark Side Comics & Games
Board Games and Card Games in Sarasota & Bradenton 4:00 PM to 10:00 PM EDT
Omni Toastmasters Club 6861
Online event
Toastmasters Divisions C & D 5:45 PM to 7:00 PM EDT
Tampa Design Hangout @ Sky Puppy Brewing
Sky Puppy Brewing
Tampa Bay Designers 6:00 PM to 9:00 PM EDT
[AL] Phandelver and Below: The Shattered Obelisk [APL 4 Tier 1]
Coliseum of Comics Kissimmee
Adventurers of Central Florida 6:00 PM to 9:00 PM EDT
HP Guild Games BotC Monthly
HP Guild Games
Blood on the Clocktower Tampa Bay 6:00 PM to 9:00 PM EDT
Board Game Night
Unrefined Brewing
Tarpon Springs Community Fun & Games 6:00 PM to 9:00 PM EDT
Warhammer Night
Critical Hit Games
Critical Hit Games 6:00 PM to 11:00 PM EDT
Tampa Fright Club Presents: Other Mommy (Fan Event Screening) in Dolby!
AMC Veterans 24
Tampa Fright Club 6:00 PM to 9:00 PM EDT
Creative Writing club
Foxtail coffee
Cozy Club 6:30 PM to 8:00 PM EDT
Open Claw + Local Ai For All! Ai for Beginners – Advanced
82°West Distilling
Tampa Open Claw Set Up Function 7:00 PM to 9:00 PM EDT
Palm Harbor Toastmasters Club #8248
1500 16th St
Toastmasters District 48 7:00 PM to 8:30 PM EDT
FABulous Thursdays
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:00 PM to 11:00 PM EDT
One Piece Thursdays
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:00 PM to 10:00 PM EDT
Pathfinder Society
Critical Hit Games
Critical Hit Games 7:00 PM to 10:00 PM EDT
The Social Reckoning
AMC Veterans 24
Tampa Movie Group 7:00 PM to 9:00 PM EDT
Thursday Tacos & Tax Write Offs
Online event
Nerdbrew Events 7:30 PM to 10:30 PM EDT
Game Night!
Lucky Spartan
Tampa 20’s and 30’s Social Crew 7:30 PM to 9:30 PM EDT
Return to the top of the list

Friday, October 9

Event name and location Group Time
Escape Room @ Escape FLA
2480 E Bay Dr
The Bay Society 11:59 PM
Osceola Toastmasters Club
Kissimmee Utility Authority (KUA)
Toastmasters Division E 7:30 AM to 9:00 AM EDT
Computer Repair Clinic
2079 Range Rd
Tampa Bay Technology Center 8:30 AM to 12:30 PM EDT
Friday Night Margaritas!!! Remember how we used to do this????? Let’s DO IT!
Grasshopper Mexican Restaurant
Sara-so-tall 4:30 PM to 6:30 PM EDT
Age of Sigmar: Escalation League
Battlebrush Games
Battlebrush Games: Paint Minis & Play Warhammer/Warmachine 5:00 PM to 9:00 PM EDT
Friday Board Game Night
Bridge Club
Tampa Gaming Guild 5:30 PM to 11:00 PM EDT
MTG: Commander FNM
Critical Hit Games
Critical Hit Games 6:00 PM to 11:00 PM EDT
Vintage Board Game Night At Jason’s Deli!!!
Jasons Deli
Adventure Group of Lakeland 6:30 PM to 8:30 PM EDT
Halloween Werewolf – October 2026
Gamers’ Command
Werewolves by the Bay 7:00 PM to 11:00 PM EDT
Modern FNM
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:00 PM to 10:30 PM EDT
Meditations – Marcus Aurelius
Online event
Orlando Stoics 7:00 PM to 8:30 PM EDT
Friday Pokemon Tournament
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:30 PM to 11:30 PM EDT
Return to the top of the list

Saturday, October 10

Event name and location Group Time
Book Review & Dinner in SRQ
Gen X’ers Dining Out in SRQ 5:00 PM
Clearwater Mastering Claude Code for Developers
1133 Granada St
Building Better Software With Claude Code 4:05 AM to 5:05 AM EDT
Kissimmee Toastmasters
Online event
Toastmasters Division E 9:30 AM to 11:00 AM EDT
Saturday Chess at Wholefoods in Midtown, Tampa
Whole Foods Market
Chess Republic 9:30 AM to 12:00 PM EDT
EZ Stock (Stock, Options, Market)
2079 Range Rd
Tampa Bay Technology Center 10:00 AM to 12:00 PM EDT
Saturday Gaming
Nerdy Needs
Brandon Boardgamers 1:00 PM to 6:00 PM EDT
NNO Book Club: Little Eyes
Craft Street Kitchen
Nerd Night Out 1:00 PM to 3:00 PM EDT
FREE Fab Lab Orientation
Faulhaber Fab Lab
Suncoast Makers 1:30 PM to 2:30 PM EDT
D&D (5e) @ Game-o-Storus (FULL)
Game-o-Storus
St Pete and Pinellas Tabletop RPG Group 1:30 PM to 5:30 PM EDT
D&D @ Game-O-Storus (FULL)
Game-o-Storus
RPG-Pinellas 1:30 PM to 5:30 PM EDT
Saturday Chess @ Driftwood Kava & Roastery St. Pete
Driftwood Kava & Roastery St. Pete
Chess Republic 2:00 PM to 5:00 PM EDT
Bitcoin Social in St. Petersburg
Beech Kombucha
Tampa Bay Bitcoin 3:00 PM to 4:00 PM EDT
NATIONAL CAKE DECORATING DAY – GAME NIGHT! Saturday, October 10, 2026
Red Lobster
Tampa (Citrus Park Area) Games Meetup Group 4:15 PM
Board Brews
Zephyrhills Brewing Company
Nerdbrew Events 5:00 PM to 10:00 PM EDT
Warmachine Journeyman League
Battlebrush Games
Battlebrush Games: Paint Minis & Play Warhammer/Warmachine 5:00 PM to 9:00 PM EDT
Annual Halloween / Cosplay Event!
Plant City Railroad Museum
The Lakeland Shooters, Polk County Photography & Modeling 5:00 PM to 8:00 PM EDT
Game Night, Oct 10th – Join us!
IHOP
New Port Richey Game Night 5:30 PM to 9:00 PM EDT
DAGGERHEART ONESHOT
Collect.GG Collectables
St Pete and Pinellas Tabletop RPG Group 6:00 PM to 9:00 PM EDT
Yu-Gi-Oh Evening Tournament
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!
Sunshine Games 7:00 PM to 11:00 PM EDT
Return to the top of the list

Sunday, October 11

Event name and location Group Time
Clearwater Building Faster With Claude Code
25CM+JW Dunedin

Building Better Software With Claude Code 2:53 AM to 3:53 AM EDT
Clearwater Mastering Claude Code for Developers
399 3rd St

Building Better Software With Claude Code 10:17 AM to 11:17 AM EDT
Halloween Resin Crafting! ‍⬛
Linda’s House

St. Pete Life & Fun 50+ 1:00 PM to 4:00 PM EDT
Adventures of the Tomb of Annihilation (5e 2024 D&D Campaign)
Cozy Dragon Games

Adventurers of Central Florida 2:00 PM to 6:00 PM EDT
Sunday Chess at Wholefoods in Midtown, Tampa
Whole Foods Market

Chess Republic 2:00 PM to 5:00 PM EDT
D&D Adventurers League
Critical Hit Games

Critical Hit Games 2:00 PM to 7:30 PM EDT
Book Discussion: Cutting for Stone
Bayboro Brewing Co.

St Pete Women’s Book Club 3:00 PM to 5:00 PM EDT
Sunday Pokemon League
Sunshine Games | Magic the Gathering, Pokémon, Yu-Gi-Oh!

Sunshine Games 4:00 PM to 8:00 PM EDT
Community Hang-out Night
Online event

Nerdbrew Events 6:00 PM to 9:00 PM EDT
A Duck Presents NB Movie Night
Discord.io/Nerdbrew

Nerd Night Out 7:00 PM to 11:30 PM EDT
Tides of Tethered Terror: Tampa Ghost Tours

Tampa Bay Haunt Crew | Halloween & Horror Events 8:00 PM to 10:00 PM EDT
Return to the top of the list

About this list

How do I put this list together?

It’s largely automated. I have a collection of Python scripts in a Jupyter Notebook that scrapes Meetup and Eventbrite for events in categories that I consider to be “tech,” “entrepreneur,” and “nerd.” The result is a checklist that I review. I make judgment calls and uncheck any items that I don’t think fit on this list.

In addition to events that my scripts find, I also manually add events when their organizers contact me with their details.

What goes into this list?

I prefer to cast a wide net, so the list includes events that would be of interest to techies, nerds, and entrepreneurs. It includes (but isn’t limited to) events that fall under any of these categories:

    • Programming, DevOps, systems administration, and testing
    • Tech project management / agile processes
    • Video, board, and role-playing games
    • Book, philosophy, and discussion clubs
    • Tech, business, and entrepreneur networking events
    • Toastmasters and other events related to improving your presentation and public speaking skills, because nerds really need to up their presentation game
    • Sci-fi, fantasy, and other genre fandoms
  • Self-improvement, especially of the sort that appeals to techies
  • Anything I deem geeky
Categories
Artificial Intelligence Security Video

Ziti TV Oct 2 2026 – LLM Gateway meets the OpenZiti Appetizer!

Ain’t livestreaming grand? We had a few rough-around-the-edges moments in today’s episode of Ziti TV (I worked on the demo a *little* too late last night), but the important thing is: THE DEMO WORKED.

The demo built on the previous episode’s work where we took the OpenZiti Appetizer (a service that displayed whatever text you feed it on a public web page via a secure zero-trust OpenZiti overlay) and added a RoBERTa classifier to it to prevent users from entering offensive messages for the Appetizer to display. There are lots of people out there who seem to not have aged past 12, and that’s what this is supposed to handle.

RoBERTa classifiers are good at handling profanity and direct insults like “You are too stupid to understand this”. It *will* miss more subtle jabs like “Nobody wants you here and everyone knows it”, but try saying that to a cop who’s writing you a speeding ticket, and they will classify it very differently.

So in this week’s, the classifier keeps its job, but when it isn’t sure, it asks for a second opinion. LLM Gateway, the OpenZiti-based open source OpenAI-compatible gateway, decides which LLM gives that opinion: a small model on your own machine for everyday messages, and Claude for the subtle ones. You won’t change a line of the Appetizer’s code.

I did the demo without much chance for a rehearsal, and I’ll post a GitHUb repo with all the steps and material you need to try it out for yourself. But in the meantime, catch Clint and I work our way through the demo!

Categories
Security

99% of orgs are PLANNING microsegmentation, but only 9% have followed through

Pictured above: Another one of my totally organic, AI-free, hand-drawn “back of a literal envelope” diagrams showing the “limit the blast radius” benefits of network segmentation and microsegmentation.

Jack Poller, NetFoundry’s VP Product Marketing, kicked off a six-part microsegmentation series with the gap that nobody in the space likes to say out loud.

An Omdia survey of 352 security decision-makers found that:

  • 99% of organizations are implementing or planning microsegmentation, and
  • only 9% had protected more than 80% of their critical systems.

Half of them had been through a lateral-movement attack in the previous year, which is the exact thing microsegmentation is supposed to stop.

Here’s the article: The Microsegmentation Trap: Why 99% Are Planning It and Only 9% Protect Their Critical Systems.

Jack argues that the conventional playbook is the problem: Discover every flow, model the policy for the whole environment, simulate, then enforce. Each phase gates the next, and phase one never finishes because reality collides with your best laid plans:

  • Applications talk to more things than anyone documented and
  • dependencies shift while you’re charting them.

In the end, your initiative languishes in discovery for quarters and the crown jewels stay exactly as exposed as they were on day one.

The proposed fix? Turn the order upside down! Protect the single most critical asset first, one workload at a time, starting now.

Of course, this approach works only if enforcement stops depending on network location. As long as policy is based on IP ranges and zones, you’re back to needing the full topology before you can trust a rule. If you base policy on cryptographic identity, you can wrap one asset in tight policy today without having mapped what’s around it.

Once again, Jack’s article is here: The Microsegmentation Trap: Why 99% Are Planning It and Only 9% Protect Their Critical Systems.

Categories
Artificial Intelligence Humor

How NOT to promote an AI initiative

Yup, that’s an actual Tweet from the official White House account. That’s another data point for the “Everyone is 12 now” theory. 

I’m just sayin’: if you’re trying to promote AI as a beneficial thing, maybe the whole Terminator 2 motif is something you might want to avoid. Those AIs, Arnie’s T-800 excluded, were not our friends!

In the meantime, let’s enjoy the classic line from that film:

Categories
Artificial Intelligence Current Events

Trump’s executive order to rebrand “AI” as “SI”

If there’s one thing that Donald Trump and his sycophants love to do, it’s name or rebrand things to name them after hinself, make them sound more “extra”, or both. Consider:

…and the list goes on.

And now the idiocy meaningless renaming has come to tech:

John McCarthy, coiner of the term “Artificial Intelligence”, creator of the Lisp programming language and garbage collection, influencer on ALGOL, which influences most programming languages.

The executive order, titled INAUGURATING THE ERA OF SUPER INTELLIGENCE, basically declares that “AI”, a term that we’ve been using since 1955 when John McCarthy coined it, should now be referred to as “Super Intelligence” or “SI” in executive-branch communications.

It says that agencies of the federal executive branch must use the new terms in official correspondence, public communications, websites, reports, policy documents and other non-statutory documents. Thankfully (because it would mean a lot of pointless work otherwise), existing regulations, presidential actions, contracts, grants and historical documents don’t have to be changed.

It also means that any content I make aimed at a U.S. government buyers or techies (especially tutorials, presentations, and documentation) will need to include the “SI” terms for both practical (for example, search terms) and political (“We call it ‘SI’ here, son.”). I’m already not looking forward to this.

For now, “SI” means exactly what “artificial intelligence” already means under 15 U.S.C. § 9401(3).; only the name has changed.

Sometime in the next 60 days, Michael Kratsios, the Director of the White House Office of Science and Technology Policy (OSTP), will have to propose legislative language for a federal definition of SI. It’ll have to say whether that definition should modify or replace the statutory definition of AI, and include any conforming amendments and follow-on executive actions. If such changes are made, expect them to be dumb.

Unsurprisingly, it didn’t take long for the first kiss-ass to use the term in Trump’s presence: