| |
| 🔗 Stories, Tutorials & Articles |
| |
|
| |
| What is autonomous validation? The future of CI/CD in the AI era |
| |
| |
| CircleCI dropped autonomous validation, a smarter CI/CD that thinks on its feet. It scans your code, predicts breakage, runs only the tests that matter - and fixes the easy stuff on its own. If things get messy, it hands off full context so you’re not digging through logs. Bonus: it keeps learning from build history to move faster next time. |
|
| |
|
| |
|
| |
| How and Why Netflix Built a Real-Time Distributed Graph - Ingesting and Processing Data Streams at Internet Scale ✅ |
| |
| |
| Netflix built a Real-Time Distributed Graph (RDG) to connect member interactions across different devices instantly. Using Apache Flink and Kafka, they process up to 1 million messages per second for node and edge updates. Scaling Flink jobs individually reduced operational headaches and allowed for simpler maintenance. Ultimately, the graph architecture enables fast querying for personalized member experiences. |
|
| |
|
| |
|
| |
| Why GPUs accelerate AI learning: The power of parallel math |
| |
| |
| Modern AI eats GPUs for breakfast - training, inference, all of it. Matrix ops? Parallel everything. Models like LLaMA don’t blink without a gang of H100s working overtime. |
|
| |
|
| |
|
| |
| A FinOps Guide to Comparing Containers and Serverless Functions for Compute |
| |
| |
AWS dropped a new cost-performance playbook pitting Amazon ECS against AWS Lambda. It's not just a tech choice - it’s a workload strategy. Go containers when you’ve got steady traffic, high CPU or memory needs, or sticky app state. Go serverless for spiky, event-driven bursts that don’t need a long leash.
Cost knobs to twist: Graviton2 (cheaper, faster), smarter scheduling, trimmed-down logs, compute savings plans. |
|
| |
|
| |
👉 Got something to share? Create your FAUN Page and start publishing your blog posts, tools, and updates. Grow your audience, and get discovered by the developer community. |