How to Enable Cursor Builds on Your Cloud Agent Environments Before the Aug 17 Default Switch
Cursor's new Builds feature pre-warms cloud agent environments in the background, cutting boot times up to 3x ahead of its Aug 17 default rollout.
How-Tos
525 piecesTracking Flow-Exception Provenance and AMP Trace-Sharing in CrewAI 1.15.16
CrewAI 1.15.16 adds execution context UUIDs, flow-exception tracking, and AMP trace-sharing records for production agent observability.
Getting Started with Prime Agent's /refine Command and Persistent REPL Context
Prime Intellect's open-source Prime Agent harness is trending on GitHub — here's how to get started with its persistent REPL and /refine command.
The 6-Month CLAUDE.md, Skills, and Hooks Pruning Ritual: Boris Cherny's Subtraction-First Playbook
Claude Code's creator says Anthropic deletes 80% of system prompts with each model release — here's the practical pruning ritual he recommends.
How to Audit and Configure Claude Code Permission Modes Before the Auto Mode Default Switch
Claude Code flips to auto-mode by default for Pro/Max/Team users on Aug 14 — here's how to audit your setup and opt back into manual approval.
How to Add Per-Node Trace Policies in LangGraph 1.2.11
LangGraph 1.2.11 ships a new trace_policy parameter on add_node for scrubbing or transforming what gets recorded per node. Here's how to use it, verified against the source PR.
How to Cut Agent Inference Costs With NVIDIA's Open-Source NeMo Switchyard Router
NVIDIA's open-source NeMo Switchyard router cut agent LLM costs 74% in a LangChain benchmark. Here's how to set it up — verified against the project's own docs.
Are You Exposed to CVE-2026-73218? How to Audit Cursor's Docker Sandbox Settings on macOS
CVE-2026-73218 let a Cursor agent escape its macOS sandbox via Docker Dev Containers to gain full home-directory access. Patched in v3.0.0 — update now.
How to Tell If a Computer-Use Agent Is Actually Production-Ready
a16z's new data shows computer-use agents jumped from 42% to 85% on OSWorld-Verified in a year, now beating humans — but harness engineering, not the model, is the real bottleneck.
How to Run a Fleet of Parallel Coding Agents With Orca's Isolated Git Worktrees
StablyAI's MIT-licensed Orca lets you run 20+ coding agents in parallel Git worktrees from one interface — now at 42k+ GitHub stars and climbing.