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.

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Recent Posts

Kev Review: Open-Source Jev Decision Models You Can Run

Oct 7, 2026

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.

kevjevtypesafesystem-onedecision-modelqwenloraclassificationcalibrationfine-tuningopen-sourceself-hostedtool-reviewgithub-trending

Ponytail Review: The Lazy Senior Dev Skill for AI Agents

Oct 6, 2026

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.

ponytailclaude-codecodexagent-skillsclaude-skillsai-codingyagniover-engineeringopen-sourcetool-reviewgithub-trending

Hindsight Review: Vectorize Agent Memory, Install Tested

Oct 5, 2026

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.

hindsightvectorizeagent-memoryllm-memoryai-agentsmcppostgrespgvectoropen-sourcetool-reviewgithub-trending

Paperclip Review: Run a Company of AI Agents (97K Stars)

Oct 4, 2026

Paperclip is the MIT-licensed control plane for teams of AI agents: org charts, budgets, heartbeats, approvals. Install, adapters, what breaks in production.

paperclippaperclipaiai-agentsagent-orchestrationopenclawclaude-codecodexhermes-agentself-hostedopen-sourcemulti-agent

NVIDIA OpenShell Review: Real Sandbox Policy for Agents

Oct 3, 2026

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.

openshellnvidianvidia-openshellagent-sandboxai-agent-securitysandbox-policykernel-enforcementformal-verificationopal7-proxydefault-denyagent-runtimeself-hostedopen-sourcerustapache-2kubernetesclaude-codeopencodecodexmcptool-reviewgithub-trending

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