Ad hoc improvisation AKA juggad in IT means creating unplanned, temporary solutions for immediate problems rather than using structured, long-term plans.
Never met a vibe coder using MySQL.
Never met a vibe coder using MongoDB.
Never met a vibe coder using Oracle.
Never met a vibe coder using DynamoDB.
Never met a vibe coder using Cassandra.
Vibe coding is literally just:
Next.js + Tailwind + Postgres + Claude
Claude’s Mythos and Fable launch hints at a future where AI doesn’t just chat it remembers, collaborates, and works alongside you.
The era of isolated prompts is fading.
currently at 20 followers
looking to connect with people interested in
• DTC brands
• Run paid ad’s
• Agency owner
• Marketing
• Founders running ads to scale
if you're building, shipping, or just figuring things out
let's connect
POV: It’s 2026.
You wake up, check your phone, and realize an AI already replied to your emails, planned your meals, and reminded you to hydrate.
Yet you’re still overthinking that text from 3 days ago.
We have superintelligence but zero emotional bandwidth.
Everyone sees the stage photos.
Great B2B events are chaos
venue issues, speaker delays, ad spend overruns, AV failures, last-minute changes, exhausted teams.
Events aren’t marketing campaigns.
They’re 48-hour business operations.
And the real ROI starts after the doors close.
Your dashboard in Meta and Google Ads is lying to you. That “growth” curve? It’s not scale, it’s misattribution dressed up as performance. Most teams celebrate new visitors without asking a basic question: Are these actually new users, or the same people getting counted?