Governing AI Agents with Python OOP: Intro to NVIDIA's NOOA Framework
NVIDIA leads 30+ partner coalition on agent security; open-sources NOOA — a Python OOP framework for auditable, governable AI agents.
How-Tos
525 piecesKAT-Coder-V2.5: Inside Kuaishou's 35B Apache-Licensed Agentic Coding MoE
Kuaishou releases KAT-Coder-V2.5, a 35B MoE Apache-licensed coding agent trained on 100K repos with specialist experts.
Preventing Code Slop: How to Keep Long-Running Coding Agents Clean Over Iterations
Opus 5 hits 24% on SlopCodeBench but all models erode code quality over iterations — new frontier in agent code hygiene.
How to Upgrade CrewAI to v1.15.7 and Patch CVE-2026-16796 on AWS Bedrock AgentCore
CrewAI v1.15.7 fixes GPT-5.6 Responses API errors and patches CVE-2026-16796 in Bedrock AgentCore — upgrade now if you're on Bedrock.
Kimi K3 Open Weights: Self-Hosting Reality Check, GPU Requirements, and Community Quantization Options
Kimi K3's 2.8T MoE weights are live on Hugging Face — but you'll need ~1.4 TB GPU memory to run them. Here's the self-hosting reality check.
Practical Guide to Prompting Claude Opus 5 for Agentic Workflows
Anthropic's official Claude Opus 5 prompting guide covers agentic scope control, delegation patterns, and verbosity tuning — key adjustments for production agents.
How to Right-Size Your Claude Code System Prompt for Opus 5 and Fable 5
Anthropic cut Claude Code's system prompt 80% for Opus 5/Fable 5—lean context beats exhaustive rules. Here's what changed and how to adapt.
How to Use Fugu-Ultra v1.1 Inside Claude Code for Multi-Model Orchestration
Sakana AI's Fugu-Ultra v1.1 adds Claude Code-compatible endpoints and +7.9% benchmark gains for multi-model AI orchestration at $5/$30/MTok.
MCP 2026-07-28 Migration Checklist: Go Stateless Before the Deadline
MCP final spec ships July 28: stateless core removes initialize handshake and session headers. Here's what breaks and how to migrate now.
How to Configure Cloudflare AI Agent Bot Rules for Browser-Use Agents (2026)
Cloudflare formalizes agent bots as a distinct traffic class. Here's what it means for teams running web-browsing AI agents.