Todd Lemmonds 🇺🇸🦅

Conservative Husband, Father & lover of life. Values: God, Family & Common Sense. Solutions Architect @TestMuAI. Follow for insights on AI in Software Testing.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

I can't figure out who I will vote for in November...Dumb or Dumber.

[Asad @asad0801]

AI coding agents have made building faster than verifying. The strongest workflows wire a verification layer as part of the agentic loop so issue surface early, preventing downstream tasks from failing.

On May 30th in San Francisco, we're hosting Kane CLI Hack Day with @ThePracticalDev , @awscloud , and @bond_fund . 50 builders, $5,000 in prizes.

-> Build a working web app in AWS Kiro
-> Verify it with Kane CLI
-> Ship by dinner

Solo or teams of up to four. Free Kane CLI Pro for the day. Winners get cash, three months of Kane Pro, and design partner status on the roadmap.

RSVP here https://t.co/iDv6XVM5Sx

[Rita Panahi @RitaPanahi]

Please 🙏🏽

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

As we gather with family and friends today, I’m spending some time reflecting on the profound weight of Memorial Day. Seeing the sheer commitment it takes to step up and serve makes me endlessly grateful for the heroes who didn't make it home. Let’s make sure we spend today not just enjoying the barbecue, but truly honoring the legacy of those who gave their all. 🇺🇸

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@vivoplt @karpathy @steipete @gregisenberg @rileybrown @jackfriks @levelsio @marclou @EXM7777 @eptwts Love these lists...keep em coming

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

I love California. I've lived in several parts of the country and can say that California has the best weather, geography and culture that you can't find anywhere in the world. But the leadership here is definitely what is ruining this state.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@Cryptinflux Agents are the future. Everyone needs to learn to use them in their daily lives...Personally and professionally.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

For the last 10 years, the ultimate career advice for any QA professional has been: "Learn to code."

After spending the last two months writing automation solely with AI, I can confidently say: that era is officially over. 🧵👇

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

The testers who thrive in the coming years won't be the ones writing the most code. They'll be the ones who understand how to guide AI, build rock-solid CoEs, and protect the UX from end to end.

Stop writing scripts. Start architecting quality. 🛠️

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

3️⃣ Realizing the "Shift-Left" VisionWithout the bottleneck of script maintenance, Quality Centers of Excellence (CoE) can finally do what they were meant to do: prevent defects at the design & requirements phase rather than just catching them right before deployment.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

2️⃣ Orchestrating Diverse CapabilitiesModern testing isn't about maintaining a single brittle framework. The future relies on orchestrating intelligence across a diverse suite of AI services to ensure every layer of the application is seamlessly validated.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

1️⃣ From Syntax to StrategyAI is taking over the heavy lifting of script generation, execution, and self-healing. The true value of a QE is no longer debugging flaky locators, but defining business risk and architecting comprehensive validation strategies.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

We are moving past the point where writing & maintaining test scripts is a valuable use of human time.

With the rise of autonomous validation, the technical ceiling for a tester is no longer about mastering Java or Python.

Here’s what the next generation of QE looks like:

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

Cloudflare just laid off 20% of its workforce despite 34% revenue growth. The target? “Measurers.”

According to CEO Matthew Prince, AI gives Builders 10x leverage and humans still buy from Sellers. But Measurers (middle management, operations, manual auditing) are being replaced by continuous AI oversight.

The future of tech is an hourglass structure: dense at the top with Builders, sharp at the bottom with Sellers, and a heavily automated center.

Which one are you? #AI #TechLeadership #FutureOfWork

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@ByronDonalds @ICEgov @RepMcCormick This guy is an idiot. You answered that perfectly. He just didn't want to listen. If Minnesota didn't have sanctuary laws, the appearance of an invasion would not need to happen.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@GoldenAgeUnfold When hell freezes over isn't an option.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@ScottJenningsKY I'm so glad you are paid to do this. What a miserable time if not.

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@selflore_bid @elonmusk Make your own money

[Todd Lemmonds 🇺🇸🦅 @ToddLemmonds]

@JackPosobiec Much cheaper and more of a deterrent than sending them to hotels. People will think twice before trying to illegally immigrate to our country.