Author: Carter

Both Claude Code and Codex are remarkably capable AI coding assistants on their own. After testing each one extensively, I’d say they’re roughly equal in quality — at least when comparing Claude Opus 4.8 against Codex running GPT-5.5. That said, each one shines in certain areas while falling short in others. Depending on the situation, I’ll reach for Claude Code one moment and Codex the next. In this piece, I’ll walk through how I pair these two tools together and explain when I choose one over the other. Keep in mind that this entire space is evolving at breakneck speed.…

Here is the rewritten HTML with text rephrased for better readability: As we unveiled in What’s Next with AWS 2026, we’re now making OpenAI GPT-5.5, GPT-5.4 models, and Codex available on Amazon Bedrock for general use, providing you with cutting-edge models and a coding software agent. OpenAI reports that GPT-5.5 and GPT-5.4 models perform exceptionally well at coding, reasoning, agent-based workflows, and intricate professional tasks. GPT-5.5 is your go-to for the most demanding customer workloads, while GPT-5.4 offers the best value for performance. You can reach them through the Responses API on Amazon Bedrock’s new inference engine built for outstanding…

Asimily has introduced Segmentation Orchestration, a brand-new capability that bridges the gap between connected-device risk insights and enforceable network policies — no manual translation required. No competitor offers a unified platform that delivers full asset visibility, risk-driven vulnerability prioritisation, and powerful segmentation orchestration, all purpose-built for the expanding AI-era attack surface. “AI has dramatically increased both the volume and complexity of network attacks targeting connected devices. Security teams are finding that visibility tools and manually written policies simply can’t keep up,” said Shankar Somasundaram, CEO of Asimily. “Attackers are actively exploiting the gap between what organisations can observe and what…

NVIDIA provides AI agent tools for creators of robotics and self-driving vehicles. During GTC Taipei and Computex today, NVIDIA Corp. introduced a range of open-source tools and capabilities for physical AI. These offerings aim to assist creators working on robotics, self-driving cars, visual AI, and industrial digital twins. The company stated that these resources can significantly cut down the expenses, duration, and difficulty involved in creating large-scale physical AI workflows. Included within the NVIDIA Agent Toolkit, these fresh capabilities enable AI agents to expedite the processes of creating data, running simulations, training, testing, and launching robots, autonomous vehicles (AVs), factories,…

It took six months of dedicated work to refine their RAG pipeline. They executed five Optuna optimization runs. They implemented a custom reranker. They fine-tuned an embedding model using their proprietary data. Production accuracy remained unchanged. Pilots continued flagging identical incorrect answers. After half a year, the root cause turned out to be in the parser. The team wasn’t just stuck; they were looking in the wrong direction. RAG isn’t machine learning, and applying ML tools addresses the wrong challenge. This represents the most costly misunderstanding in enterprise RAG initiatives today. It eats up months of effort, assigns people to…

In brief Starting Monday, non-U.S. customers on Binance can trade over 7,000 American stocks and ETFs without paying any commissions, with the option to buy fractional shares for as little as $5, as shared by co-CEO Richard Teng. The platform also gave a sneak peek at “bStocks,” an upcoming tool that will allow users to create synthetic, tokenized versions of their stock holdings directly on the BNB blockchain. Industry analysts view this as a significant step toward merging crypto and traditional finance, though they caution that divided regulations and complex custody structures may slow widespread adoption. On Monday, the cryptocurrency…

The Trump administration is working to harness artificial intelligence for U.S. military operations, even as some tech firms urge stronger safeguards and senior military leaders urge caution about the fast-evolving technology. Adm. Frank Bradley, commander of U.S. Special Operations Command, warned at a recent special forces conference in Tampa, Florida, that service members “must exercise great care in how we adopt AI and integrate it into lethal operations.” Bradley acknowledged a future where AI could identify targets but stressed that “we, as humans, must have full confidence that… it will apply force only where we intend it to.” His comments…

The core servers at Cloudflare, which handle the control plane, billing, and analytics, rely on centralized data centers. This is different from the worldwide network of edge servers responsible for processing user traffic. These core servers are “bare metal,” meaning they run directly on hardware without a virtualization layer. Because of this, problems that occur during a reboot can spread very quickly through the system.The boot process for these servers is managed by UEFI. This modern firmware standard is responsible for getting hardware ready and passing control to the operating system. However, even the smallest, unexpected behaviors during this transition…

“` Key Takeaways: The LoRa Alliance’s 2026–2028 roadmap is designed to simplify how LoRaWAN is rolled out and woven into broader systems, with improvements like built-in application support, tools that help migrate devices between networks, and stronger plug-and-play capabilities. Expanded coverage options, enhanced security measures, gateway certification standards, and uniform interfaces are all aimed at extending LoRaWAN’s footprint and driving wider IoT adoption across the globe. The LoRa Alliance has rolled out its technical roadmap, laying out a three-year vision for how it will drive new LoRaWAN application integrations, expand the technology’s reach, and deliver further improvements. The LoRa Alliance…

Hermes Agent already supports persistent memory out of the box. The Nous Research open-source agent includes curated memory embeddings and full-text retrieval across sessions. But one community contributor argues that native memory capabilities fall short for demanding workloads. Enter Memory OS—a brand-new MIT-licensed library built by ClaudioDrews—which layers six distinct memory tiers onto Hermes. It introduces a vector database, structured fact storage, and a self-maintaining knowledge wiki. While still early, the project shows real promise, and its architecture offers a glimpse into how future agent memory systems might be designed. Memory OS Memory OS isn’t a simple add-on for Hermes.…