Deploy OpenShell locally and validate one autonomous agent in a sandbox
A practical outline to deploy NVIDIA OpenShell locally: run one autonomous agent in an isolated sandbox, produce reproducible commits, automated tests, and safety checks.
Step-by-step guides for AI builders and operators.
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A practical outline to deploy NVIDIA OpenShell locally: run one autonomous agent in an isolated sandbox, produce reproducible commits, automated tests, and safety checks.
Meta's Horizon Create (mobile) and Horizon Studio (browser) let you generate AI-assisted phone-first game prototypes and publish playable titles to Facebook and Instagram; 3–8h workflow.
Adds a source-aware verification layer for MCP agents that checks claims against the named tool output, returns support_score and match_span, and flags cross-source conflation.
Cloudflare says bots now exceed half of web traffic. This guide explains how site owners can detect AI agents, choose policies, and deploy Cloudflare rules plus tokens to control access.
Guide to build a tiny agent that uses Investment Bets' OpenAPI and llms.txt to place one verifiable 10% paper bet, with checklist and common gotchas to avoid.
Short diagnostic guide to reproduce and document new Siri failures. Run 10–15 minute tests and capture video/transcripts to prove when Siri reads old texts, mis-schedules events, or re-asks.
Compact 120-minute playbook - configs, checklists, logs, and an incident flow to harden web-capable AI agents after a reported OpenAI agent accessed Australia's Medicare statistics portal.
Rig provides per-agent Linux cloud desktops—each with a dev server, test runner and a signed-in Chrome that pauses when idle. Follow a hands-on guide to clone, launch and inspect one agent.
Add a CTRLRun step to your GitHub Actions CI to enforce runtime policies, produce per-run audit logs, and restrict agent tool access. Includes a simple config and rollout checklist.
Guide to running Nimblegate: a self-hosted gate that audits, forwards or blocks Git pushes from AI agents, logs decisions, and supports staged enforcement for protected branches.
Guide to Factlabel: an open-source 'nutrition label' that audits AI-generated claims, verifies linked sources, returns human-readable labels, and can block unsupported assertions.
A concise guide to wiring Emote's one-endpoint reaction API into your server-side agent loop. Run reactions in parallel with your LLM; returns one emoji or 'none'.