In 2026, phone calls aren't a safe communication channel.
Deepfakes, spoofing, and AI-powered social engineering have made voice calls one of the weakest links in your security.
The solution? A defense-in-depth protocol.
🧵👇
In 2026, phone calls aren't a safe communication channel.
Deepfakes, spoofing, and AI-powered social engineering have made voice calls one of the weakest links in your security.
The solution? A defense-in-depth protocol.
🧵👇
Layer 1:
OS-Level Armor
• iOS 26: Intelligent Screening silences unknown callers & transcribes voicemail
• Android 16/17: Gemini AI detects scam language in real-time Your phone becomes your first bodyguard.
Layer 5:
Data Broker Removal Your phone number and email aren't "leaking"—they're being traded by 750+ data brokers.
California's DROP platform and tools like Cloaked let you delete old data and mask future exposure.
Layer 4:
Hardware Security Keys For your most critical accounts (email, banking, crypto), a YubiKey 5C NFC or Titan key is non-negotiable.
Why? Because phishing can't steal what's on a physical device you control.
Layer 2:
The "Never Call" Standard Banks, Google, Coinbase—they will NEVER call you unsolicited asking for:
• Passwords
• 2FA codes
• Wire transfers
• Seed phrases
If they call—hang up.
Call them back at the official number.
Google search is built on pattern-matching.
But the future? It might be built on internal thought.
CTMs introduce reasoning, backtracking, and brain-like synchronization to search.
Here’s why it matters → https://t.co/w5B3bPI39x
Search engines today don’t think — they autocomplete.
Continuous Thought Machines might change that.
🧠✨ Here’s how CTMs could reinvent the entire future of search.
👉 Learn how to create bulletproof test suites — from quick Codegen scaffolds to enterprise-grade Page Object Models.
Includes CI/CD best practices and real-world tips.
No more flaky nightmares.
https://t.co/U4zVvAq84C
#WebDev#Playwright#Testing#QA#CICD
Imagine solving a 1,000-piece puzzle—but your desk only lets you see 50 pieces at a time.
That’s today’s AI: limited by context windows.
Explore how LLMs manage—and sometimes lose—their memory. 🧠🔍
https://t.co/yM406YqqOW
AI can’t remember everything — context windows are its limit.
Discover why “bigger” isn’t always better and how smarter strategies win.
#AI#ContextWindow#LLM
🔗 in reply
Bandwidth ≠ speed. 🚀
It’s the width of the digital highway—but performance depends on throughput, latency & how traffic flows.
Learn why understanding bandwidth is foundational for anyone online:
https://t.co/7UOgOYBrvo
The future of coding feels less like typing lines & more like orchestrating AI.
Vibe coding means guiding models to build, test, and ship alongside us.
https://t.co/0anbNROnio
@AnthropicAI@GoogleAI
Coding used to be syntax‑driven struggle.
Today? Prompt an AI: “build a login system with secure auth” and you get full project structure—before your coffee cools. ☕
Welcome to #VibeCoding and the future of software dev.
Read more ⬇ #AI#DevOps"
Vibe coding isn’t just about AI writing code — it’s about how we deliver, integrate, and ship. 🚀
Curious how @Njuchi_, @DevOpsOnline, @TheDevOpsLab see DevOps evolving when AI is part of the pipeline.
Agile + CI/CD meet prompt-driven dev. Thoughts?