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Running a dense 33B agent model on one 24 GB GPU: the offload trap and the empty reply

Running a dense 33B agent model on one 24 GB GPU: the offload trap and the empty reply

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5 min read
USDT on Tron and the energy bill: what sweeping TRC-20 deposits really costs

USDT on Tron and the energy bill: what sweeping TRC-20 deposits really costs

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5 min read
When a Dedicated Server Gets Cheaper Than a VPS: 757 Plans Priced by RAM (2026)

When a Dedicated Server Gets Cheaper Than a VPS: 757 Plans Priced by RAM (2026)

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15 min read
How We Designed OrbixPanel for Security: Zero-Token OAuth, AES Encryption, and Isolated Runtimes

How We Designed OrbixPanel for Security: Zero-Token OAuth, AES Encryption, and Isolated Runtimes

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3 min read
A New DHCP Lease Does Not Prove a Device Just Rejoined Your Network

A New DHCP Lease Does Not Prove a Device Just Rejoined Your Network

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6 min read
I shipped a broken release on purpose: canary deploys and auto rollback on my own server

I shipped a broken release on purpose: canary deploys and auto rollback on my own server

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7 min read
Using Chinese LLM APIs From Malaysia: What Actually Works

Using Chinese LLM APIs From Malaysia: What Actually Works

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5 min read
Self-Hosting n8n vs Twenty CRM in 2026: The Hidden Team Sharing & Row-Permission Walls

Self-Hosting n8n vs Twenty CRM in 2026: The Hidden Team Sharing & Row-Permission Walls

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2 min read
How to Compare Self-Hosted and Managed Object Storage for App File Uploads (and Deadlines)

How to Compare Self-Hosted and Managed Object Storage for App File Uploads (and Deadlines)

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6 min read
Your Docker Hub rate limit is a NAT problem, not a registry problem

Your Docker Hub rate limit is a NAT problem, not a registry problem

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3 min read
Self-hosted Sentry: where the 16 GB actually goes (measured)

Self-hosted Sentry: where the 16 GB actually goes (measured)

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5 min read
I Built My Own J.A.R.V.I.S. — A Local, Privacy-First Multi-Agent AI Assistant

I Built My Own J.A.R.V.I.S. — A Local, Privacy-First Multi-Agent AI Assistant

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4 min read
What actually happens to your backups during a ransomware run

What actually happens to your backups during a ransomware run

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4 min read
I Built Homelab Architect — Plan Your Stack Before You Build It

I Built Homelab Architect — Plan Your Stack Before You Build It

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2 min read
How much GPU do you need to run an LLM locally? The rules of thumb we use

How much GPU do you need to run an LLM locally? The rules of thumb we use

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4 min read
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