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⚡ AI Lessons

Dev.to · Matthew Gladding
🧠 Large Language Models
⚡ AI Lesson
1mo ago
What we shipped on 2026-05-31
We shipped a major structural refactor today, moving every prompt file from a loose YAML directory...

Dev.to · Matthew Gladding
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
What we shipped on 2026-05-22
We spent the morning fighting a leak guard that saw its own fixes as security violations. The sync...

Dev.to · Matthew Gladding
⚡ AI Lesson
1mo ago
What we shipped on 2026-05-20
Every publish with tags had been silently 500'ing since the posts.tag_ids → post_tags split. We...

Dev.to · Matthew Gladding
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
What we shipped -- 2026-05-15
We spent today closing the loop on a race condition that was silently killing the first turn of voice...

Dev.to · Matthew Gladding
🚀 Entrepreneurship & Startups
⚡ AI Lesson
1mo ago
What we shipped -- 2026-05-14
Today the cofounder-OS thesis stopped being a hypothesis. Module v1, FinanceModule, Mercury balance...

Dev.to · Matthew Gladding
⚡ AI Lesson
1mo ago
What we shipped -- 2026-05-10
Today's biggest victory was silencing the Windows test suite, which had been throwing fatal access...

Dev.to · Matthew Gladding
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
What we shipped -- 2026-05-09
We spent the morning screaming into the void. PR #339 fixed the mcp-server-voice bridge, but only by...

Dev.to · Matthew Gladding
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
What we shipped -- 2026-05-08
We reclaimed the infrastructure stability today after a brief hiccup in the Docker environment. The...

Dev.to · Matthew Gladding
⚡ AI Lesson
2mo ago
What we shipped -- 2026-05-07
We finally swapped the NoopAudioMediaPlane default for a real PipecatAudioMediaPlane in PR #316,...

Dev.to · Matthew Gladding
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
The $100 Billion Race: How Google's Edge AI Play Changes Everything
What You'll Learn The shifting landscape of the cloud market and why Google is pivoting...

Dev.to · Matthew Gladding
🚀 Entrepreneurship & Startups
⚡ AI Lesson
2mo ago
The $5,000/Month Blueprint: How Indie Hackers Hit Acquisition Speed
What You'll Learn The specific revenue threshold ($5,000/month) that signals...

Dev.to · Matthew Gladding
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
FastAPI Async Patterns That Actually Matter for AI Backends
AI backend development often falls into a trap: treating asynchronous operations as an afterthought...

Dev.to · Matthew Gladding
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Building Production-Ready CI/CD Pipelines from Scratch
There is a specific type of anxiety that grips software teams late at night. It's the moment when the...
DeepCamp AI