Two or more model audits, by their nature, are unlikely to hallucinate the same thing. Multiple model review let you find similarities and differences to find the highest likelihood of truth
A proper, functional workflow is verifiable
#vibecoding#SoftwareDevelopment#daarctech
Increasingly important is how we personally interact with the model. Gpt 5.2, Gemini 3, sonnet and opus, are all incredibly capable. Success will be increasingly shaped by personal style and communication with a particular model for rubber-meets-road results.
If you're not getting the results from agentic software development, you're likely messing up one of the following:
- Your context library is insufficient.
- You didn't plan correctly.
- Your scope is too big.
Usually when I start having issues it's this and it can be solved.
Lets Go! I'm excited to announce a new startup that will be building operator focused hardware and software products in the digital forensics and cyber security space.
An AI native company from business operations to development.
website: https://t.co/T7JtaWHfDo
I'm no longer with Arcpoint forensics. It's been a wild and humbling experience, and while things don't always go as planned, I'll be taking the lessons I've learned from it and improving future iterations of ventures to come. Thanks for all the support - it's meant the world!
Huge shoutout to the Federal Law Enforcement Training Center (FLETC) for inviting us to be an exhibitor at CyCon! It was an incredible opportunity! If you missed us, please reach out! @ArcPointForensics.com
#DFIR#FLETC#digitalforensics#ATRIO#cyber#inforsec
Check out my latest article: (5/6) Add Images to Docs: Favorite Google Workspace (G-Suite) Productivity and Collaboration Features. (5/6) https://t.co/kGGViCEBAz via @LinkedIn
Check out my latest article: (4/6) Table of Contents: Favorite Google Workspace (G-Suite) Productivity and Collaboration Features. (4/6) https://t.co/qFnfKj5iAf via @LinkedIn
Save steps with this shortcut to creating docs, sheets, and slides! Check out my latest article: (3/6) Instant New Doc Creation: Favorite Google Workspace (G-Suite) Productivity and Collaboration Features (3/6)
https://t.co/Woxv3RaUrT via @LinkedIn
Create URL that links directly to an line in Google Docs!
Check out my latest article: Line Linking (Bookmark): Favorite Google Workspace (G-Suite) Productivity and Collaboration Features (2/6) https://t.co/clh3soSQfc via @LinkedIn
Check out my latest article: Meeting Notes: Favorite G-Suite/Workplace Productivity and Collaboration Features (1/6) https://t.co/FKewQUhxIC via @LinkedIn
Recently internalized lesson. Pick a destination and go there all out. Presumptive concerns of whether or not people are happy with you will fade away and those that think it's a valuable destination will join. The rest are on a different journey and that's ok.