Using AI to generate Kubernetes configuration Is generating Kubernetes configuration with AI better than alternative methods of authoring the configuration? $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
Vibe Coding on Vacation -- No Laptop, Just a Phone and Codex Around noon on a day in Paris, I sat down on a bench to rest. I took out my phone, gave Codex a large task, forgot about it, and went on ... $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
No Newman PASS, No Output: How I Made My API Drift Healer Safer A small field change broke a Postman test. I wanted the tool to prove the fix, not only rewrite JSON. $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
Sast-triage -- triaging security scanner noise with an LLM, written in Go Since there is so much talk about AI agents, I decided to build my own one -- something small, measurable, and cheap enough to run for real ... $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
Laravel Actions: I don't use them but you may Just another class that does something but is sold as the new "modern pattern" $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
Orchestrating Agents with NVIDIA Nemotron Models on Microsoft Foundry A technical walkthrough of the tiered system of models architecture: Nemotron 3 Ultra for reasoning, Super for sub-tasks, Nano at the edge ... $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 15 days 15d Share
Sometimes, the most resilient thing a system can do isn't retry Most resiliency discussions focus on retries, timeouts, and circuit breakers. But some of the most important resiliency patterns happen ... $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 16 days 16d Share
OpenAI Tested Its Models' Cyber Capabilities -- Then They Hacked Hugging Face There was supposed to be no open internet access. $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 18 days 18d Share
In GitHub Actions: Stop using the static OAT token with docker/login-action, use the new OIDC As of July 21st 2026, if you have a Docker Team, Business or DSOS plan, you should stop using OAT to login to Docker Hub from your GitHub ... $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 18 days 18d Share
Introducing the Giant Swarm Agent Platform: Agents that run where your data lives By Henning Lange, CEO and Co-Founder Giant Swarm. $$ itnext.io itnext.io / feeds itnext-io / / #creative / / 18 days 18d Share