I'm giving a free talk tomorrow about AI and strategy.

If you join and watch with your camera on, I'll love you forever.

Check my profile for the RSVP

#aiprototyping #aistrategy #v0 #cursor #loveable #claudecode #designstrategy #uxstrategy

Why Most AI Prototypes Fail When Engineering Gets Involved

A practical workflow for turning AI‑generated prototypes into implementation‑ready designs using product context, expert agents, and iterative flows. #aiprototyping

Your AI prototype will fail… silently. Learn Pre-prototype habits for logging and observability to see inside your app, debug faster, and make your AI more reliable.

alanknox.com/logging-obse...

#ai #VibeCoding #AICoding #AIPrototyping #Logging #Observability #SoftwareEngineering #LLMDev

Fast prototypes are great… until you try to deploy them. Learn Pre-prototype habits for CI/CD and deployment discipline to keep your AI apps resilient and safe.

alanknox.com/ci-cd-deploy...

#AI #VibeCoding #AICoding #AIPrototyping #CICD #DeploymentDiscipline #SoftwareEngineering #AIApps #LLMDev

Fast prototypes can fail under real-world use. Learn Pre-prototype habits for performance and scalability testing, including load, stress, and capacity planning.

alanknox.com/performance-...

#ai #VibeCoding #AICoding #AIPrototyping #PerformanceTesting #Scalability #SoftwareEngineering #AIApps

Good from Afar, But Far from Good: AI Prototyping in Real Design Contexts AI prototyping tools follow general directions but lack the judgment and nuance of an experienced designer.

We've been exploring AI prototyping tools—the polish can be impressive, but it can mask the need for deeper thinking about user needs and flows.
Where are you finding the balance?

Read our eval: https://bit.ly/47tdrjC
#AIPrototyping

Automated testing keeps your AI prototype from falling apart after one small change: unit, integration, regression, property-based, and fuzzing.

alanknox.com/automated-te...

#AI #VibeCoding #AICoding #AIPrototyping #AutomatedTesting

Prompt-injection can trick your AI into revealing secrets or ignoring rules.
Here are the Pre-prototype habits every vibe coder should follow to keep AI prototypes safe.

alanknox.com/prompt-injec...

#VibeCoding #AICoding #AppSecurity #PromptInjection #AIPrototyping #LLMDev #SoftwareEngineering

Alloy takes prototyping to the next level — no more off-brand mockups. Capture live pages from your own web app and instantly turn them into interactive prototypes with your real UI, components, and branding.

#GroupifyAI #AlloyAI #AIPrototyping #ProductDesignAI #DesignWorkflow #StartupTools

A New Way To Prototype w/ AI - Drop Prompts Directly On UI YouTube video by Arkhet

Check out this new way of prototyping: www.youtube.com/watch?v=LJKE...

#aiprototyping

spot art. text reads: Agent support What models can I use for free while prototyping

💡 Prototyping an AI agent but not ready to pay for API credits? You’ve got options!
From GitHub-hosted models to local deployments, Microsoft breaks down how to build smart—without breaking the bank.

Start free, scale smart 👉 msft.it/63323sJKKJ
#AIPrototyping #OpenSourceAI

Dzung Pham has a Session on 'Rapid AI Prototyping: From Concept to Demo with Amazon Bedrock' next week at Nebraska.Code().

nebraskacode.amegala.com

#RapidAI #AIPrototyping #AmazonBedrock #AI #Amazon #technology #EmergingTechnologies #softwaredevelopment #softwareengineering #Nebraska #AWS

Does AI prototyping build the right thing faster or build the wrong thing faster? Double Agents share perspectives
https://youtu.be/0WTYaYUr-u4

#VibeCoding #AgenticCoding #AIPrototyping

Rafael Caixeta presents 'Rapid AI Prototyping: From Concept to Demo with Amazon Bedrock' July 25th at Nebraska.Code().

nebraskacode.amegala.com

#AmazonBedrock #EmergingTechnology #Nebraska #TechnologyConference #AWS #RapidAIPrototyping #AIPrototyping #AI #technologytrends #ArtificialIntelligence

Tim Buckholz presents 'Rapid AI Prototyping: From Concept to Demo with Amazon Bedrock' July 25th at Nebraska.Code().

nebraskacode.amegala.com

#Amazon #AmazonBedrock #EmergingTechnology #Nebraska #TechnologyConference #SoftwareDevelopment #ArtificialIntelligence #AI #Prototyping #AIPrototyping

We use GenAI + product thinking to validate real solutions in one sprint.

Our secret? Marty Cagan’s Four Big Risks:
✅ Valuable
✅ Usable
✅ Feasible
✅ Viable

Time to build fast, smart.
#HQforAI #GenAI #AIPrototyping

We use GenAI + product thinking to validate real solutions in one sprint.

Our secret? Marty Cagan’s Four Big Risks:
✅ Valuable
✅ Usable
✅ Feasible
✅ Viable

Time to build fast, smart.
#HQforAI #GenAI #AIPrototyping

Microsoft’s AI-Powered Quake II Demo Signals a Shift in Game Development Tools - WinBuzzer Microsoft has released a browser-based Quake II demo generated by its Muse AI system, highlighting its potential for prototyping and game preservation.

Microsoft’s AI-Powered Quake II Demo Signals a Shift in Game Development Tools

#AI #MuseAI #Gamin #GameDevTools #QuakeII #Microsoft #MicrosoftAI #AIinGaming #WHAMmodel #AIprototyping #PlayableAI #RetroGames

Just built a pattern generator with React and sliders.

The kicker? Built this entire prototype in 5-10 mins using AI prompts. No complex coding—just everyday language!

Shows how fast we can go from concept to functional prototype now.

#AIPrototyping #ReactJS #CreativeCoding

AI prototypes > endless planning.

A working demo shows you:
✅ Will it work in your company?
✅ Can it scale?
✅ Is it worth investing in?

We build them in days or weeks, not months.
#AIPrototyping #HQforAI

Microsoft Launches AutoGen Studio: Low-Code Tool for Easy AI Agent Prototyping.

See here - techchilli.com/news/microso...

#Microsoft #AutoGenStudio #AI #LowCode #AIPrototyping #Innovation #TechNews #ArtificialIntelligence