coding

In the high-stakes world of AI, ‘context engineering’ has emerged as the latest frontier to squeeze the performance of LLMs. Industry leaders have said AGENTS.md (and its cousins ​​like CLAUDE.md) …

In this tutorial, we implement an end-to-end Practical Byzantine Fault Tolerance (PBFT) simulator using asyncio. We model a realistic distributed network with asynchronous message passing, configurable delays, and Byzantine nodes …

Author(s): Andrei Baslyga (Nikola) Originally published on Towards AI. A deep dive into an open-source kit that gives AI assistant agents a mind, a memory, and a “conscience.” “The agent …

In this tutorial, we design a practical image-generation workflow using diffuser Library. We start by stabilizing the environment, then generate high-quality images from text prompts using stable diffusion with an …

Amazon Web Services suffered a 13-hour system outage in December as a result of the actions of its AI coding assistant Kiro, according to financial Times. Several unnamed Amazon employees …

Anthropic is officially entering its ‘thinking’ era. Today the company announced cloud 4.6 sonetA model designed to change the way developers and data scientists handle complex logic. Along with this …

In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-term chat interactions and learns continuously over time. We design the system to retain user preferences, …

OpenAI recently launched a new research preview called GPT-5.3 Codex-Spark. This model is built for one thing: extreme speed. While the standard GPT-5.3 codec focuses on deep logic, Spark is …

Serving large language models (LLMs) at scale is a major engineering challenge due to key-value (KV) cache management. As models grow in size and logic capacity, the KV cache footprint …

After a week of coding apps using Nothing’s Essential Apps Builder, I’m confused. I accept the smartphone manufacturer’s approach of having software that fits you, not the other way around, …