Execlave vs Needle2

Execlave is the AI agent governance and enforcement platform. Govern autonomous AI agents with runtime policy enforcement, kill switches, and audit-ready compliance...

An open 45M-parameter model for tool calling, device use, and structured extraction. Needle 2 runs as a 14 MB binary in 28 MB of session RAM.

About Execlave

Execlave is the AI agent governance and enforcement platform. Govern autonomous AI agents with runtime policy enforcement, kill switches, and audit-ready compliance evidence, in under 20 ms. SOC 2, EU AI Act, ISO 27001 ready. Without AI agent governance, the default is zero control. 01 "Walk me through who is allowed to call which tools, for which agents, and under which conditions.". Every agent action is checked against your policies before anything reaches the real world, in milliseconds.

About Needle2

An open 45M-parameter model for tool calling, device use, and structured extraction. Needle 2 runs as a 14 MB binary in 28 MB of session RAM. Needle 2 is measured end-to-end through the shipped binary at CQ2-bit deployment precision with tool retrieval on; baselines run the released checkpoints under vLLM, and Apple FM runs on-device. Bringing On-Device AI to <$200 Devices : Edge AI has lately meant Macs and PCs, but the true edge is mostly cheap hardware: there are more than 21 billion IoT devices against roughly 1.5 billion PCs.