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Aug 01, 2025
The Edge-First Awakening: Redefining the Foundations of Modern Computing
How two decades of cloud-first evangelism inverted the fundamentals of distributed computing.
13 min read
Source Team
Sep 21, 2026 • Addo Smajic
The Cloud Was Never Simple.
It Was Abstracted.
Sep 14, 2026 • Addo Smajic
Concurrency Without a Coordinator
How Multi-Agent AI Handles Simultaneous Action
Aug 31, 2026 • Addo Smajic
Logs Are Not Evidence: Why Every AI Agent Needs a Black Box
Why Every AI Agent Needs a Black Box
More Posts
SQLite Was Never Built for Agents
Aug 24, 2026
Cloud Database Cosplay
Aug 17, 2026
Edge AI Is Ready. Your Data Layer Is Not.
Aug 10, 2026
Sync Without Servers
Aug 03, 2026
Memory at the Edge
Jul 27, 2026
Every Era of Compute Requires Its Own Data Layer
Jul 13, 2026
Why Data Is the Bottleneck for the Next Generation of AI
Jul 06, 2026
The Local AI Revolution: When the Model Lives on Your Device
Jun 29, 2026
Physical AI Is Coming, and It Will Not Run in the Cloud
Jun 22, 2026
AI is Leaving the Cloud
Jun 15, 2026
Edge First - Cloud Last
Jun 08, 2026
The Cloud Tax
May 27, 2026
DefraDB v1.0 RC1: A Database Built for Where Data Actually Lives
Mar 09, 2026
SQLite vs. DefraDB: In-Process Databases for Edge-First Applications
Oct 31, 2025
How Source’s DefraDB Uses Content-Addressable Data to Make Edge-First Development More Efficient, Secure, and Dynamic
Oct 28, 2025
Edge-First vs. Cloud-First: An Architect's Guide to Building Resilient Apps in 2025
Oct 06, 2025
How Peer-to-Peer Communication Works in DefraDB
Sep 04, 2025
Why Edge Applications Need to Remember Things: The Stateful Revolution
Aug 27, 2025
Build Edge-first, Cloud-last
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