Coding

Cloudflare opened Kitesurf free beta: an agent-first browser where models don't render layout but drive actions, and context/token budget are first-class, with its own prompt-injection threat model.

SwarmAPI provides the critical infrastructure for orchestrating thousands of specialized micro-agents, moving beyond monolithic AI to declarative, distributed intelligence.

NVIDIA NOVA is a new open-source agent framework where one Python class IS the full agent: methods become tools, fields become state, persistent docstrings become prompts, and type annotations become contracts.

Causal AI transcends traditional correlation-based AIOps by building dynamic causal graphs, accurately pinpointing the root cause of microservice outages.

A comprehensive guide to architecting decentralized Multi-Agent Reinforcement Learning pipelines for autonomous, self-organizing drone swarms in complex physical environments.

A deep dive into building highly scalable federated learning pipelines using WebTransport, WebAssembly, and browser-based edge nodes to achieve privacy-preserving AI training.

Figma's Dev Mode MCP server exposes live component hierarchies, auto-layout rules, and design tokens to AI agents — turning Figma files into buildable frontend code without guesswork.

Mastra is the TypeScript agent framework bridging backend workflows and Next.js frontends: built-in state, vector databases, evaluation harnesses, and native tool calling for full-stack AI teams.

Open weights meet frontier: DeepSeek V4-Pro's 1.6T-parameter MoE delivers near-frontier SWE-bench Pro resolution at a fraction of Claude Opus 5's price. A rigorous benchmark and unit-economics comparison.

Agents are complex and expensive but often debugged like scripts. Standardize OTel GenAI semantics, trace every phase of the loop, and put budget gates on top so costs cannot run away unseen.

AutoGen entered maintenance mode in October 2025. Microsoft Agent Framework 1.0 reached GA in April 2026. This migration guide covers every breaking change, provides side-by-side code comparisons, and includes a production deployment checklist for teams moving from AutoGen to MAF 1.0.

Agents can finally render UI: buttons, forms, cards, charts. Here is the developer's comparison of MCP Apps vs OpenAI Agent Plugins - syntax, permission models, and the dual-emit decision framework.