Reticulum: A Cryptography-First Mesh Stack for Sovereign, Off-Grid Comms
Reticulum is a cryptography-based networking stack, created by Mark Qvist, that lets anyone build local and wide-area networks over almost any medium — LoRa radio,…
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Mining knowledge, repair guides, and industry insights from the workshop floor.
Reticulum is a cryptography-based networking stack, created by Mark Qvist, that lets anyone build local and wide-area networks over almost any medium — LoRa radio,…
Nostr Wallet Connect (NWC) is an open protocol, defined in NIP-47, that lets any app control a Lightning wallet by exchanging encrypted messages over Nostr…
Maintaining an operating single-phase immersion Bitcoin mining deployment comes down to four ongoing jobs: keep the dielectric fluid healthy (test breakdown voltage, moisture and acidity…
Bitcoin secures money without permission; mesh networks (LoRa, Meshtastic, Reticulum) secure communication the same way. A vision essay on why Bitcoiners and mesh builders are natural allies in one fight for sovereignty.
Build a fully offline self-hosted RAG: local embeddings, a local vector database, and Ollama, so a local AI answers from your own miner docs. No cloud.
How much VRAM to run local AI? Size any LLM with params x quant + context, see tokens/sec by GPU tier, and buy the right card. A pleb’s sovereign-stack guide.
The best local LLM in 2026 depends on your VRAM and task. A pleb’s matrix for choosing DeepSeek, Qwen, Mistral, Gemma or Llama open weights you fully own.
DeepSeek’s DualPath (arXiv 2602.21548) is a datacenter serving system that breaks the KV-cache storage bottleneck in agentic AI. What it is, and why it matters.
Is a Bitaxe worth it? Honest solo-mining economics: real lottery odds, electricity-cost math (under $3/mo CAD), payback truth, and the value calculators miss.
How to tell a genuine Bitaxe from a corner-cutting clone: chip sourcing, power QC, open firmware, repair and warranty, and why a verified Canadian vendor matters.
Bitaxe vs Antminer S9: an honest head-to-head on efficiency, noise, heat, cost and learning value to help home miners pick open-source or refurb.
What sets the price floor for a used S19 or S21? Efficiency, power cost, and hashprice decide the bottom, and a falling floor is bullish for home miners. Here’s the math.
An AI compute glut strands cheap power, cooling, space and used hardware that Bitcoin mining reabsorbs at the edges. Why a bubble decentralizes mining.
Where do decommissioned ASICs go? Most old Bitcoin miners aren’t e-waste-they’re repaired, repurposed, and resold to plebs. The supply flow explained.
A SHA-256 ASIC can’t run AI – but a mining facility’s power, cooling, and skills do. The honest engineering answer on converting mining rigs to AI compute.
Mine Bitcoin quietly at home: a DCENT_OS recipe for a low-noise Antminer S9 using underclock + fan-curve tuning. Quieter and more efficient at once.
Tariff whiplash, an AI model switched off worldwide, annexation talk, a downgraded dollar: 18 months of proof that relying on US products is now a business risk.
Should you run AI locally or in the cloud? A plain-English comparison of cost, privacy, control and capability, including where the cloud still wins.
Overclock and tune an Antminer S9 with DCENT_OS: per-chip frequency, per-domain voltage, real gains and hard limits. Open-source closed-beta walkthrough.
Every cloud AI prompt can be a cross-border data transfer. Here is why on-premise, local LLMs are the cleanest Law 25 posture for Quebec businesses.
Lost a cloud AI model overnight? Here is how to run a capable LLM locally: hardware, model picks, and air-gapped setup, step by step, honestly.
There is a question hiding inside every “autonomous AI agent” demo that nobody on stage wants to answer: when your agent needs to buy something…
What sovereign AI really means for Canadians: the money, data, and compute we rent from one neighbour, and how to own your AI stack instead of renting it.
Public miners are pivoting power and facilities to AI in 2026 — and the doom take has it backwards. When corporate hashrate leaves, home miners inherit decentralization, used ASICs get cheaper, and open firmware keeps the machines yours.
The US killed Anthropic Claude Fable 5 and Mythos 5 for all foreign users overnight. Here is why renting AI is a liability and how to own your compute.
Experimental firmware risk DCENT_OS is not production-ready. A wrong image, power loss, boot-chain mismatch or unproven recovery path can brick a control board, corrupt configuration,…
Lab specimen, not an install or operating guide. This page defines the evidence required before DCENT_OS Heat Mode can be described as working on an…
Scope: exact S9 Zynq/XIL only This procedure does not apply to S9i, S9j, S9k, S9 SE or a control board identified only by connector appearance.…
Every DCENT_OS trial lane is designed so the way out exists before the way in. This page gives the exit steps for each lane, the…
If you build anything that lets a machine pay for what it consumes — an AI agent buying API calls, a model selling inference, a…
Last reviewed June 4, 2026.
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