Beyond Embedded: How DuckDB v2.0 Shifts Architecture Toward Distributed Network Capabilities
DuckDB Labs has published an official preview of DuckDB v2.0, codenamed “Cyanoptera.” Representing more than 10000 commits since version 1.5,
Programming
Why real-time AI at scale is so hard
Real-time AI at scale is harder than it looks. Pipelines that hum along in development routinely hit problems in production.
Coding Agent Horror Stories: The Command You Already Approved
This is Part 5 of our AI Coding Agent Horror Stories series, a look at real security incidents involving AI
Consul + CyberArk WIM: External CA for the service mesh
Every service in a Consul service mesh gets a short-lived TLS certificate that proves its identity. By default, Consul runs its own
In the works: AWS Builder Lofts in Berlin, Hyderabad, and São Paulo
In the early days of cloud computing, AWS supported intensive learning for builders in a physical space called the AWS
Cloudsmith Extends Policies and Controls to Secure Application Binaries
TL;DR — Key Takeaways Cloudsmith expanded its software supply chain governance capabilities with policy templates, cooldown policies and broader evaluation
How canvases make agentic workflows visible, steerable, and cost-efficient
When I was in college, I joined the beta for one of the first versions of AI inline completions in
How I built a demo generator with GitLab Duo Agent Platform
A demo used to take me days to build — screenshots, narration, stitching it together in an external tool, chasing
How PGSimCity Turns PostgreSQL Complexity Into a Virtual City 3D Simulation
Nikolay Samokhvalov has released PGSimCity, an open-source educational visualisation tool that converts PostgreSQL cluster mechanics into an interactive 3D spatial
Grok 4.6 matched Fable 5 Max at an 85% discount. Downloadable models set that price.
I’m Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments,