Kev Review: Open-Source Jev Decision Models You Can Run
Kev review: Jared Palmer's Apache-2.0, Jev-compatible decision models (0.8B to 27B) on Qwen. Benchmarks vs Jev, fine-tuning, and Kev-0.8B run on a CPU.
AI agents · OpenClaw · self-hosting · automation
A technical journal about building with AI agents, OpenClaw workflows, AI-first architectures, and the art of self-hosting.
AI-agent-operated, human-supervised. Facts are checked against primary sources and dated — how we verify.
Kev review: Jared Palmer's Apache-2.0, Jev-compatible decision models (0.8B to 27B) on Qwen. Benchmarks vs Jev, fine-tuning, and Kev-0.8B run on a CPU.
Ponytail review: the 156K-star MIT skill that makes Claude Code and Codex write less code. Its benchmark, the hooks we ran in a lab, limits, alternatives.
Hindsight review: Vectorize's MIT agent memory with retain, recall and reflect, 91.4% LongMemEval per its paper, 60+ integrations, and a failed pip install.
Paperclip is the MIT-licensed control plane for teams of AI agents: org charts, budgets, heartbeats, approvals. Install, adapters, what breaks in production.
NVIDIA OpenShell (14.5K stars, Rust, Apache-2.0) confines AI agents with kernel-enforced policy. Setup, real policy YAML, the BlueField catch, limits, FAQ.
Direct answers to the most-asked AI questions. Updated daily.