kamal

Abstract The February 2026 release of Anthropic’s Claude Opus 4.6 and OpenAI’s GPT-5.3 Codex represents the closest head-to-head launch window in frontier AI model history, with both models debuting within 24 hours of each other. This paper provides a comprehensive comparative analysis of these two flagship coding-focused language models across technical capabilities, benchmark performance, architectural … Read more

Learn guided by the domain TL;DR: Use AI to understand requirements and build a shared mental model while you write the code. Common Mistake ❌ You jump directly to code generation with a vague, wishful prompt. The AI appears to understand your specific business logic, but it comes across as condescending. The problem creates a … Read more

A look at how Tencent Games built service architecture based on CQRS and event sourcing patterns with Pulsar and ScyllaDB. As a part of Tencent Interactive Entertainment Group Global (IEG Global), Proxima Beta is committed to supporting our teams and studios to bring unique, exhilarating games to millions of players around the world. You might … Read more

Who is this for? Someone who has never touched Kubernetes but wants to understand it well enough to discuss it confidently — and even run a few things on their laptop. Important mindset note: Kubernetes is not Heroku or a full application platform. It does not build your app, manage your CI/CD pipeline, or automatically … Read more

Table of Links Abstract Introduction Related work Problem statement [Methods]() Experiments Limitations [Conclusion]() LIMITATIONS We assume a static environment where objects do not move during traversal. This limits the scope of this work because many applications involve dynamic scenes with moving objects. In future work, we will adapt our method to work for dynamic scenes. … Read more

I spend most of my time breaking into things for a living. For the last year or so, a growing chunk of that work has been pointed at LLMs. Not the models themselves, exactly. The deployments. The API gateways with a language model behind them. The customer-facing chatbots. The internal tools that got “an AI … Read more

Let’s start with a paradox. By the data, Commercial Open Source (COSS) is a potent, high-performing investment category in the modern digital economy. It is a $26.4 billion investment category that systematically outperforms traditional software. Companies in this space achieve exit valuations that are 7x to 14x higher than their closed-source peers, and they graduate … Read more

Chunk-based RAG is broken for structured documents. The fix is simpler than you think - and faster than the original. A few weeks ago, I came across an article by Agent Native about vectorless RAG. The framing stuck with me: most RAG systems turn documents into “semantic confetti” — chunk everything, embed everything, then hope an ANN search surfaces … Read more

In modern healthcare architecture, we often focus on the human user—the doctor, the pharmacist, or the patient. But behind the scenes, a massive, invisible workforce of service accounts, containers, and automated scripts is doing the heavy lifting. As we transition from simple multi-cloud setups to Sky Computing—where compute is treated as a portable, universal utility—managing … Read more

There’s a quiet lie baked into most conversations about artificial intelligence. We talk as if the next leap forward depends on better models, faster chips, or humanoid robots that finally work outside carefully staged demos. But that’s not where AI breaks today. AI already reasons better than most people in narrow domains. It plans faster. … Read more

January 2026. Davos. IBM and UAE telecom giant e& walk onto the stage. They don’t unveil a new foundation model. They don’t demo an agent that books flights or writes code. They announce an enterprise-grade agentic AI deployment built specifically for governance and compliance. Watsonx Orchestrate. OpenPages GRC integration. Proof of concept delivered in eight … Read more