AGENTS.md for Multi-Agent Systems: Best Practices (2026)
AGENTS.md best practices for multi-agent setups: root, scope, and role layers, subagent context rules, handoff contracts, and what to delete before adding.
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AGENTS.md best practices for multi-agent setups: root, scope, and role layers, subagent context rules, handoff contracts, and what to delete before adding.
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21 AI game generators sorted by what they actually make: playable games, assets, engine help, or design docs. Free tiers, export, and commercial rights verified.
NVIDIA has launched the Open Agent Safety Platform, an open reference design that enforces AI agent safety outside the agent itself. OpenShell, an Apache 2.0 runtime, sandboxes agents under YAML policies.
Fireworks AI has released Ember-1, a post-trained Kimi K3 that learns to produce shorter reasoning traces instead of lowering reasoning effort. Fireworks reports about 40% fewer tokens, with output tokens per task falling from 49.3K to 29.9K in a production A/B test at an essentially unchanged…
TypeSafe AI's Jev skips text generation and returns typed decisions with calibrated probabilities. Input costs $0.042 per million tokens and output is free.
Google Research has introduced an AI video co-director for long-form video generation. The suite of 4 agentic frameworks turns short clips into coherent, minutes-long stories. It targets identity drift and cascading errors, the 2 failures that break most multi-shot AI video pipelines today.
Nvidia is deploying a new tool that it says can be used to prevent and contain rogue and potentially dangerous AI agents.Why it matters: The world's largest chip company has resisted calls to slow AI development over safety fears — arguing now that technological guardrails can keep rogue AI agents…
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Create AI videos with interactive avatars. Get started for FREE → Key Takeaways An AI video agent runs the whole production chain from a single input. A video generator renders the one step you ask it for.
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