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Articles 169,198Blog Posts 161,024Tech Tutorials 44,991Research Papers 33,038News 21,554
⚡ AI Lessons
Dev.to · Matthew Gladding
📰 AI News & Updates
⚡ AI Lesson
1mo ago
Naming Lies and Frozen Tails
What we shipped on 2026-07-16 We caught a "Sonnet-canary leak" today that serves as a stark reminder...
Dev.to · Matthew Gladding
📰 AI News & Updates
⚡ AI Lesson
1mo ago
The Scorer Was Silently Dropping Half Its Shot Scores
What we shipped on 2026-07-09 Two alerts fired on the same post -- hero_render_fallback on shots 4...
Dev.to · Matthew Gladding
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Solving the GPU Pinning Saga and Gemma's Meta-Commentary
What we shipped on 2026-07-03 We spent today fighting a ghost in our GPU orchestration, starting...
Dev.to · Matthew Gladding
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Shrinking the Footprint and Cleaning the Pipes
What we shipped on 2026-06-24 We finally stopped the flashing terminal windows on our desktop by...
Dev.to · Matthew Gladding
🧠 Large Language Models
⚡ AI Lesson
2mo 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
🔧 Backend Engineering
3mo ago
What we shipped on 2026-05-24
We nearly shipped a version of Poindexter that would have broadcast Matt's identity to anyone...
Dev.to · Matthew Gladding
🔐 Cybersecurity
⚡ AI Lesson
3mo 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
☁️ DevOps & Cloud
3mo ago
What we shipped on 2026-05-21
The alert firing felt like a failure until we realized it was measuring our success. The Content...
Dev.to · Matthew Gladding
🔧 Backend Engineering
⚡ AI Lesson
3mo 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
📰 AI News & Updates
3mo ago
What we shipped on 2026-05-17
The biggest lift today was fixing the sequential choke point in the scene visuals stage. We...
Dev.to · Matthew Gladding
🔧 Backend Engineering
⚡ AI Lesson
3mo 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
3mo 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
🔧 Backend Engineering
⚡ AI Lesson
3mo 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
3mo 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
3mo 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 News & Updates
⚡ AI Lesson
3mo ago
What we shipped -- 2026-05-07
We finally swapped the NoopAudioMediaPlane default for a real PipecatAudioMediaPlane in PR #316,...
Dev.to · Matthew Gladding
🔧 Backend Engineering
3mo ago
What we shipped -- 2026-05-06
The dev diary job felt cursed today--skipping with "no Glad Labs activity" while PRs merged left and...
Dev.to · Matthew Gladding
🤖 AI Agents & Automation
⚡ AI Lesson
4mo 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
4mo 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
🖌️ UI/UX Design
⚡ AI Lesson
4mo ago
Beyond Blocks and Lines: How CadQuery is Revolutionizing Parametric Design
What You'll Learn Understand the core principles of parametric modeling and how CadQuery...
Dev.to · Matthew Gladding
🚀 Entrepreneurship & Startups
⚡ AI Lesson
4mo ago
Beyond the Bootstrap: How Indie Hackers Actually Make Money
What You'll Learn The surprising diversity of revenue streams beyond typical SaaS...
Dev.to · Matthew Gladding
🚀 Entrepreneurship & Startups
⚡ AI Lesson
4mo ago
Decoding the Indie Hacker Blueprint: What Revenue Reports Reveal
What You'll Learn How to critically analyze Indie Hacker income reports for actionable...
Dev.to · Matthew Gladding
💻 AI-Assisted Coding
⚡ AI Lesson
4mo 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
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Why Your PostgreSQL App Will Crumble Before Your First User (And How to Stop It)
You've built the perfect app. The UI glows, the logic flows, and your PostgreSQL schema looks...
DeepCamp AI