Cursor Cloud Agents and Always-On Harness: How Teams Get Faster Results Without Burning Compute in 2025
If you’re building with AI agents, Cursor Cloud Agents and the new Always-On style of agent work [Read more]
Extended-Stable AI Grounding Hardening: Safer Sandbox Browsing for Agents
Extended-Stable AI grounding hardening improves agent browsing by using sandboxed browser routes and custom browser origins that reject unsafe access paths. Learn a practical test checklist.
Agent-Ready Code Review at PR Scale: What Changed and How to Use It Safely
Agent-Ready Code Review at PR Scale helps you manage AI-generated PR risk with routing, build gates, and a checklist that humans can trust.
Anthropic ID Mapping for Dotted Model Names: Fix Provider Mismatches in Your AI Apps
If you build AI apps, you’ve probably hit this annoying problem. You pick a model like claude-haiku-4.5, [Read more]
OpenCode v1.18.22: What Coding Agents Changed and How to Use It Safely
OpenCode v1.18.22 updates Bedrock compatibility and removes outdated pricing messaging. Learn a safer rollout plan with CI gates and clean logs.
TrueForge Agent Harness vs Managed Agents: A Practical Guide to Cheaper, Faster Task Completion Using Open-Source
Open-source agent harnesses are starting to beat managed agent setups on cost and speed. TrueFoundry just shared [Read more]
AI Grounding Feedback Functions: The Runtime Scoring Teams Need Now
AI grounding feedback functions score groundedness and relevance at runtime. Learn how to wire scoring into agent actions and avoid ungrounded answers.
Cursor Agents for PRs and Slack: Build a Safer AI Coding Copilot
AI coding agents are getting more hands-on. Recently, Cursor agents added the ability to monitor Pull Requests [Read more]
Agent Sandboxes That Start Safer: Receipt-Owned Lifecycles, Local Inference, and NemoClaw
If you build AI agents that run on your own machine, you already know the scary part. [Read more]
Dora Security Harness and AI Contract Exploit Proof: What Smart-Contract Teams Should Do Next
If you run smart contracts, you might already know this hard truth. Scanners can list “possible issues” [Read more]