Important Caching Strategies: How to Create Resilient Caching in Symfony

The Symfony Cache component is often the most under-utilized tool in a developer’s arsenal. Most implementations stop at “install Redis” and wrap a few database calls in a $cache->get() closure. While functional, this barely scratches the surface of what the component can do in high-throughput, distributed environments. In Symfony 7.3, the Cache component is not just a … Read more

The HackerNoon Newsletter: Why DynamoDB Costs Explode (11/23/2025)

How are you, hacker? 🪐 What’s happening in tech today, November 23, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, The first smartphone, the IBM Simon, was introduced in 1992, BBC aired “An Unearthly Child” in 1963, The Convention on Cybercrime was signed in Budapest, Hungary in 2001, … Read more

Your AI Has Amnesia: A New Paradigm Called ‘Nested Learning’ Could Be the Cure

Current Large Language Models (LLMs) possess vast knowledge, but their learning process has a fundamental flaw. Imagine a person with anterograde amnesia—they can recall the distant past but are unable to form new long-term memories. In a similar way, an LLM’s knowledge is static, confined to the information it learned during pre-training. When it comes … Read more