2.6 billion people are offline.
Cloud AI latency: 200–800ms. Local-first: 5–50ms.
Your "AI-powered" app breaks the moment someone walks into a building with bad signal.
Local-first AI isn't a niche. It's the future.
Blog post → izwiai.com/blog/why-you...
We kept hearing "that sounds hard" when we told people about local AI.
Running audio without the cloud. No API calls. No data leaving your machine.
Here's why 2026 is finally the year it works:
izwiai.com/blog/the-4-p...
When I started building @IzwiAI, people thought I was crazy.
Today, your phone runs models that needed a server farm 3 years ago.
9B beating 120B. Complete voice AI on $400 hardware.
The future isn't in the cloud — it's in your pocket.
izwiai.com/blog/on-devi...
#OnDeviceAI #AI
Insurance AI = data risk.
GLBA compliance. Claims calls. Underwriting interviews.
On-device: transcribed locally, no cloud, no third parties.
Simple math.
Blog post - izwiai.com/blog/on-devi...
#OnDeviceAI #InsurTech #GLBA
Sending customer data to the cloud? That's a compliance nightmare in Financial services.
On-device AI changes that:
• Real-time, no cloud latency
• Call center transcriptions, no third-party access
• Customer communications, no external servers
izwiai.com/blog/on-devi...
Legal AI has a privilege problem
A federal judge just ruled: using cloud AI can WAIVE attorney-client privilege.
Uploading client info to third-party AI tools? That may not be protected.
Blog post - izwiai.com/blog/on-devi...
#LegalAI #OnDeviceAI #AttorneyClientPrivilege
🩺 Healthcare AI + privacy = headache
Cloud AI = patient data leaves your control. HIPAA compliance gets messy.
On-device AI? Data never leaves the device.
Privacy and productivity aren't mutually exclusive.
izwiai.com/blog/on-devi...
#HealthcareAI #OnDeviceAI #HIPAA
Your customer calls are being processed by someone else's AI. That's a privacy risk.
Local AI = your data, your hardware, your rules.
The enterprise AI shift is happening.
izwiai.com
Izwi v0.1.0-beta is here! 🚀
Kokoro TTS, streaming audio, WebSocket voice support, and a complete UI overhaul - all running locally on your device.
No cloud. No API costs. Just fast, private voice AI.
Blog Post: izwiai.com/blog/izwi-v0...
github.com/agentem-ai/i...
It’s been 2 weeks since I released the alpha of Izwi (efficient inference for edge devices), and the numbers are wild:
⭐ 136 GitHub Stars
📥 308 Downloads
👥 327 Unique Cloners
Not bad for a "little" project. 🛠️
github.com/agentem-ai/i...
I just published a short guide on how to give OpenClaw agents a fully local voice using Izwi.
✅ Local speech-to-text
✅ Local text-to-speech
✅ Works offline
✅ No API limits
✅ Full data control
Read more: izwiai.com/blog/give-op...
Izwi v0.1.0-alpha-12 is live:
- long-form ASR chunking + stitching,
- faster streaming,
- MLX Parakeet support,
- new 4-bit variants, and
- smarter TTS limits/timeouts.
GitHub: github.com/agentem-ai/i...
Docs: izwiai.com
Big update for Izwi (local audio inference engine) just dropped!
We’ve shipped major features to make local audio faster and more capable than ever.
Docs and download: izwiai.com
Release: github.com/agentem-ai/i...
I just shipped Izwi Desktop + the first v0.1.0-alpha releases.
Izwi is a local-first audio inference stack (TTS, ASR, model management) with a new desktop app (Tauri)
If you want to test local speech workflows without cloud dependency, this is ready for early feedback.
github.com/agentem-ai/i...
“You can just build things…”
That’s the motto lately. I’m shipping an Audio LLM Inference engine to make testing open-weight models like Qwen3-TTS & ASR seamless.
Built with my AI squad: • Opus 4.6 • GPT-5.3 Codex • Kimi K2.5
Massive update next week! Star the repo: github.com/agentem-ai/i...
Stop wasting hours on repetitive browser tasks.
Browser Use = AI-powered automation in plain English
✅ Auto-apply to jobs
✅ Scrape any website
✅ Fill forms in bulk
✅ Monitor prices
✅ Bypass anti-bot systems
youtu.be/sMdkQfr8Cu0
Built an AI agent that runs a real estate business on autopilot 🏠🤖
Qualifies leads → Books appointments → Calculates mortgages → Handles rescheduling
All without human intervention.
Full demo 👇🏾 www.youtube.com/watch?v=B1EP...
I Built an AI Appointment Booking Assistant
➡️ Saves you 10+ hrs/week
➡️ Qualifies leads automatically
➡️ Handles scheduling 24/7
Powered by Mastra (AI agent) + Assistant UI/Generative UI (chat interface).
🎥 Demo 👇
www.youtube.com/watch?v=P5nB...
My first ever video is out on YouTube 😅
Expense Management Powered by CrewAI Flows www.youtube.com/watch?v=n2Jr...
Like and subscribe, folks.
Everyone wants to jump onto the AI bandwagon and automate their processes, but they don't know how.
I'm open to having a quick chat to help you identify where AI can help you efficiently replace manual systems.
Visit www.agentem.ai and book a free discovery call.
I need to go back to working on CrewAI Playground.
The UI supports running:
- Agents
- Flows
- Evals
- View traces
- Visualize crews and flows
- Test tools from the UI
Test the alpha version - pip install crewai-playground
Give the repo a ⭐️ - github.com/agentem-ai/c...
Reddit blew my mind for leads & traffic! 🤯 Seriously, people are reaching out for consulting just from comments I've made.
It can be a tough crowd, but I'm building a tool to help you crush it.
Join the waitlist: www.reddipulse.com
The key to Reddit marketing? Play the long game. Provide value, be patient, and the growth will come.
Join the waitlist: www.reddipulse.com
Stop lurking, start leading. Share your expertise on Reddit and build a brand people trust.
Join the waitlist: www.reddipulse.com
Your future customers are on Reddit. But they don't want to be sold to. They want to be helped. Find their pain points, offer solutions.
Join the waitlist: www.reddipulse.com
Reddit 101: ❌ Don't spam. ✅ Do engage. Build your karma, build your authority.
Join the waitlist: www.reddipulse.com
Tired of shouting into the void on Reddit?
🤯 It's not about volume, it's about value. Become a part of the conversation, not just a promoter.
Join the waitlist: reddipulse.com
Excited to be building the best Reddit insights and engagement tool - www.reddipulse.com
Sign up for the waiting list 🚀
🚀 Introducing CrewAI Chat UI: A Modern Interface for Your Crews
A simple way to chat with your crews
www.zinyando.com/introducing-...
github.com/zinyando/cre...
💡 New Blog: Implementing RAG for Product Search using MastraAI
I share how to:
- Set up RAG pipelines
- Generate & store product embeddings
- Create natural language search for e-commerce
Blog post: www.zinyando.com/implementing...
Demo: nextjs-commerce-nu-eight-83.vercel.app
