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⚡ AI Lessons

Dev.to · Ian
⚡ AI Lesson
1w ago
This week: payments in the framework, nine brands migrated in an hour, and the start of a video pipeline
This was a consolidation week. I run a bunch of small products under ITW Creative Works, and for...

Dev.to · Ian
🔢 Mathematical Foundations
⚡ AI Lesson
5mo ago
The Entropy-Gate: How we reduced AI Inference costs by 40% using Information Theory.
The biggest problem with Artificial Intelligence today isn’t model accuracy — it’s thermal and...

Dev.to · Ian
📐 ML Fundamentals
⚡ AI Lesson
5mo ago
Stop building "Impossible" models: Measuring Information Sufficiency with PSI Cloud (Python SDK)
🚀 The Problem: Information Insufficiency Have you ever spent hours (or days) tuning a...

Dev.to · Ian
⚡ AI Lesson
6mo ago
I built a per-app audio mixer for macOS as a solo dev
macOS doesn't have per-app volume control. It's had one volume slider since forever. Windows has had...

Dev.to · Ian
📣 Digital Marketing & Growth
⚡ AI Lesson
10mo ago
Realtime Event-Driven Applications with AppSync Events and EventBridge Pipes
Realtime Event-Driven Applications with AppSync Events and...

Dev.to · Ian
☁️ DevOps & Cloud
⚡ AI Lesson
10mo ago
Realtime Event-Driven Applications with AppSync Events and EventBridge Pipes
I want to share with you a powerful AWS serverless pattern that uses two of my favourite AWS...

Dev.to · Ian
📣 Digital Marketing & Growth
⚡ AI Lesson
12mo ago
Effective Handling of Geospatial Data in DynamoDB
Handling Geospatial data in DynamoDB doesn't feel like a natural fit, and can appear complex. With...
DeepCamp AI