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How to set up Hy-Memory, Tencent Hunyuan's six-layer memory framework for AI agents, with benchmarks, migration gotchas, and lessons from a five-agent fleet.
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If you're calling LLM APIs directly from your apps, you're flying blind.
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Cache hit rate is the single number that determines your LLM bill.
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How I gave my AI agents unblockable web access using Firecrawl, Camofox, a residential proxy chain, and SearXNG — all self-hosted on a homelab.
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Run CrowdSec in Docker as a central detection engine, with nftables bouncer on Proxmox and cs-routeros-bouncer on MikroTik.
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Full walkthrough for installing Arch Linux with ZFS as the root filesystem, native encryption via a passphrase, and GRUB bootloader configuration.
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How to use ed25519-sk keys for 2FA SSH authentication.
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GPU passthrough to a privileged LXC container for hardware transcoding.
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Configure pam-u2f for system login, sudo, and su.
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Network-wide ad blocking with a DNS sinkhole on Raspberry Pi.
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Running Docker inside an unprivileged LXC container with nesting, keyctl, and fuse features enabled.