📰 Dev.to · Umair Bilal
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⚡ AI Lessons

Dev.to · Umair Bilal
1mo ago
Fixing Qwen 3.6 4090 llama.cpp Bug: 18 tok/s on My RTX 4090
My RTX 4090 struggled with the qwen 3.6 4090 llama.cpp bug, causing silent output corruption. Here's how I fixed it for 18.4 tok/s.

Dev.to · Umair Bilal
1mo ago
Cancelled Claude AI Agent: My 4 Reasons For The Switch
Facing `anthropic claude problems` with AI agents? I cancelled Claude after observing clear performance dips and higher costs. Here’s why I switched to `gpt-...

Dev.to · Umair Bilal
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Slash LLM Costs: open source LLM API gateway for 14+ Providers
Cut AI API costs by 80% with an open source LLM API gateway. Route requests across 14+ free providers, get fallback and rate limiting, for production apps li...

Dev.to · Umair Bilal
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
How I Built LLM as a Judge Security: Caught a $12K FarahGPT Bug
Your AI agent is live. How do you stop it from going rogue? Here's my battle-tested LLM as a Judge security strategy with Node.js.

Dev.to · Umair Bilal
1mo ago
Flutter AI Agents: Real APIs (No Over-Engineering)
Stop over-engineering Flutter AI agents for external APIs. Learn a direct, efficient method for Flutter AI app development that delivers real business value ...

Dev.to · Umair Bilal
1mo ago
Stop Leaks: Secure Flutter AI Apps, My Battle Plan
Building a secure Flutter AI app isn't just about code. It's about protecting data, IP, and your business. Here's my blueprint for secure Flutter AI app deve...

Dev.to · Umair Bilal
1mo ago
Cut AI Costs: Flutter Local Speech to Text for Privacy
Drastically reduce cloud API bills & boost user privacy. Learn how Flutter local speech to text gives your app a 2026 edge.

Dev.to · Umair Bilal
1mo ago
Cut AI Costs: Flutter On-Device LLM Integration Works
Slash AI API costs and boost data privacy in your apps. We built a Flutter on-device LLM integration with Gemma 4. Here's how.

Dev.to · Umair Bilal
1mo ago
Node.js AI Agents Backend: What Actually Works at Scale
Building a scalable Node.js AI agents backend for Flutter apps is tough. I learned what fails at scale and how to fix it, shipping 20+ apps.

Dev.to · Umair Bilal
1mo ago
Flutter AI Virtual Try-On: 6-Week Build, Zero BS
We built a Flutter AI virtual try-on app feature in 6 weeks for an e-commerce client. Here’s the real plan, cost factors, and what actually works.

Dev.to · Umair Bilal
1mo ago
Fixing Flutter AI: Claude's Prompt Patterns That Work
Struggling with unreliable Flutter AI? Dive into Claude Code insights on advanced prompt engineering and system design for robust LLM features.

Dev.to · Umair Bilal
2mo ago
Flutter vs React Native for SaaS: 2026 Stack Choice
Debating Flutter vs React Native for your SaaS startup? I've shipped 20+ apps. Here's which mobile stack makes sense for your business long-term.

Dev.to · Umair Bilal
2mo ago
How I Stopped AI Scraping My Flutter App's Data (Clients: You Need This)
Worried about AI bots stealing your Flutter app's data? I've shipped 20+ apps, battling scrapers daily. Learn real, architectural strategies to protect your ...

Dev.to · Umair Bilal
2mo ago
How I Reduced Firebase Loading Time from 5 Seconds to Under 100ms
The Problem When Muslifie launched, tour listing pages were taking 2–5 seconds to load....

Dev.to · Umair Bilal
2mo ago
Local LLM Video Captioning: Private, Powerful, Open-Source
Introduction Video content dominates today's digital landscape, yet accessibility through...

Dev.to · Umair Bilal
2mo ago
8 Weeks to a Flutter Vertical SaaS MVP? Here's the Blueprint.
Just built a Flutter Vertical SaaS MVP in 8 weeks, fully functional. This is how founders can build a niche app Flutter quickly and keep costs low.

Dev.to · Umair Bilal
2mo ago
LocalStack Alternatives: What Works After Account Lock?
Struggling with LocalStack's new account requirement and archived repo? Discover solid LocalStack alternatives for local AWS development, free from vendor lo...

Dev.to · Umair Bilal
2mo ago
Run 397B LLM on Your Laptop: The No-BS Guide
Trying to run a massive 397B LLM on your laptop? Here's how I used Flash-MoE principles and GGUF to actually make it work without an A100.

Dev.to · Umair Bilal
2mo ago
Floci Local AWS Development: Cut Costs, Ship Faster
Slash AWS dev costs and accelerate feedback loops. This guide shows how to set up Floci for robust local AWS development, comparing it to Localstack.
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