V8 isolate-based sandboxing for AI-agent-generated code execution, now in open beta. Isolates start in
Freemium - free plan for individuals
Framework for automating data anonymization in agent workflows. Directly addresses the harness problem of
Freemium - free tier available
Andrea Luzzardi's April 2026 argument for running the agent loop outside the sandbox: credentials stay out of
Freemium - free tier available
Orchestrated team of domain-specialized scientist agents that autonomously analyzed 55,984 clinical trials
Freemium - free tier available
Meta's framework integrating task-solving and meta-level improvement into a unified, editable program with
Freemium - free tier available
IEEE CAI 2026 tutorial (December 2025) providing a research-based practical guide for designing
Freemium - free tier available
Practitioners' guide covering all harness configuration points for coding agents: system prompts, MCP tool
Freemium - free plan for individuals
A project-based course on designing the environments, state, verification, and control systems that make
Freemium - free tier available
Explains `human_input_mode` (NEVER / TERMINATE / ALWAYS) and the UserProxyAgent as an approval gate. The most
Freemium - free tier available
August 2026 empirical study grading six coding agents across 100 SWE-bench Pro tasks into ~4,000 failures
Freemium - free tier available
METR's three-week adversarial audit of Anthropic's internal agent monitoring and security systems (described
Freemium - free tier available
2026-standard platform for LLM tracing with infrastructure log/metric unification. Enables harness engineers
Freemium - free tier available