Cybersecurity
MiMoCode: I Tested It on a Real Security Audit
I tested MiMoCode on a real Flask security audit, including Markdown report generation. Here's what works, the packaging limitations, and my freelance…
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DevOps & Infrastructure
Ongrid: I tested it on a real infra incident
Ongrid is an open source AIOps agent tested on a simulated Nginx incident. The API, auth, and LLM pipeline work, but a…
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DevOps & Infrastructure
Nudgebee: I installed it, here’s my verdict
I installed Nudgebee, the all-in-one open source SRE copilot. Runbooks, FinOps, Kubernetes Ops and AI in a single cockpit: what actually works…
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DevOps & Infrastructure
KubeShark: Real-World Test of the Anti-Hallucination Kubernetes Skill
KubeShark frames AI agents for Kubernetes manifest generation. A real test on a deliberately fragile Deployment: what it actually fixes, its limits,…
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DevOps & Infrastructure
ITOps Agent Platform: real-world test and DevOps verdict
ITOps Agent Platform orchestrates AI agents to automate IT operations. Here's our full lab test: source install, Prometheus alert agent, and a…
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Cybersecurity
Semia: AI skill security audit, my hands-on test
I tested Semia on a deliberately risky skill combining Gmail, an LLM agent, and network egress. Here is what this audit tool…
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Artificial Intelligence
TencentDB Agent Memory: layered local memory for AI agents, tested for real
TencentDB Agent Memory structures AI agent memory into L0 to L3 layers, stored locally in SQLite and Markdown. Real test on a…
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