Multi-agent systems that perform well in demonstrations often fail in production due to memory inconsistencies, according to a new analysis. The article highlights the challenges of maintaining cohere…
Workload Identity Federation has reached general availability, enabling keyless authentication for Claude API users. The author details per-provider migration steps and warns about a precedence trap t…
A user replaced ChatGPT Plus with local AI for 30 days, saving $240 annually, and reported on the experience of using AI for daily drafting and coding tasks.…
Python's async and await keywords only make code eligible for asynchronous execution, not automatically asynchronous, a distinction that many developers misunderstand. The article on Towards AI explai…
Anthropic engineer Thariq Shihipar published a post arguing that HTML outputs improve human-agent workflows over Markdown, releasing 20 self-contained HTML examples that drew 4.4 million views in 16 h…
A new guide on evaluating Retrieval-Augmented Generation (RAG) systems identifies five common mistakes in current evaluation practices, drawing on insights from five research papers. The article advis…
A developer achieved 3x better batch throughput with Qwen3.5 by fixing vLLM on AMD's Strix Halo using the Lemonade Server, enabling more efficient AI inference on AMD hardware.…
A user tested over 100 Claude Code skills and identified six that significantly improved their daily workflow, as detailed in a post on Towards AI.…
Andrej Karpathy proposes a markdown-based system for information retrieval using agents, arguing it preserves context better than RAG. The approach aims to improve how AI systems access and organize k…
Agentic pipelines using advanced reasoning models like OpenAI GPT-5.x, Claude Opus/Sonnet 4.x, and Gemini 3/2.5 incur hidden costs from thinking tokens, which most pipelines fail to account for, leadi…
The second installment of a five-part series on RAG (Retrieval-Augmented Generation) emphasizes the critical importance of the data loading step, which is often overlooked but can determine the succes…
The rise of AI tools has significantly impacted IT, with the field of machine learning and AI research being the most affected, according to a new article on Towards AI.…
A developer repurposed Claude Code from a coding tool into a personal chief of staff by creating a folder that manages their mornings, demonstrating the AI's versatility beyond repository tasks.…
A new article argues that the AI framework used in prototyping can hinder production systems, emphasizing the critical importance of framework selection for successful deployment.…
Claude Code enables data scientists to transition from ad-hoc notebook cells to reproducible, agent-assisted workflows, according to a post on Towards AI.…
A new article on Towards AI explores design patterns for using Claude Code to build reliable, production-grade AI agent systems, moving beyond simple chat interactions.…
Z.ai released GLM-5.2, which was tested against OpenAI's GPT-5.5 and DeepSeek V4-Pro on 18 coding tasks, with results published on Towards AI.…
A guide on maximizing OpenAI's Codex for programming tasks was published on Towards AI, following previous articles on Anthropic's Claude Code.…
A new approach to memory systems for long-running AI agents transitions from episodic to procedural memory, enabling agents to accumulate knowledge and skills over days. This advancement addresses the…
Streaming responses from large language models (LLMs) use Server-Sent Events (SSE) and chunking to deliver real-time, word-by-word output, improving user experience and solving engineering challenges.…