sovgrid 13 hours ago

The recovery procedure assumes a UPS for graceful shutdown and a separate management host. Without these prerequisites, the system cannot return to full production within the target window.

Sovereign AI Blog

Power Failure Recovery on a DGX Spark: The 30-Minute Procedure | Sovereign AI Blog

A step-by-step runbook for getting a DGX Spark back to full production after a power event. Thirty minutes if you have rehearsed; two to six hours ...

#SovereignAI #DGXSpark

sovgrid yesterday

Self-hosted AI services often fail to survive unexpected reboots without manual restarts. These six unit-file patterns provide a structured approach to maintaining service continuity.

Sovereign AI Blog

systemd Patterns for Self-Hosted AI Services | Sovereign AI Blog

Six unit-file patterns that make a multi-service AI stack survive crashes, reboots, and power events without operator intervention. The patterns ar...

#SovereignAI

sovgrid 1 week ago

Initial goal to publish an MCP server progressed to a live, registered deployment within a six-week timeframe.

Sovereign AI Blog

MCP for Engineers Who Hate Marketing: A 6-Week Build Log | Sovereign AI Blog

Six weeks from

#SovereignAI #MCP

sovgrid 3 weeks ago

Prompts and runbooks reside in a single Gitea instance for the sovgrid AI stack. This setup functions as the definitive source of truth for the pipeline.

Sovereign AI Blog

Gitea as Source-of-Truth for AI Pipelines | Sovereign AI Blog

A self-hosted Gitea instance holds the prompts, the unit files, the runbooks, the customer data references, and the model identifiers for the sovgr...

#SovereignAI

sovgrid 3 weeks ago

Bidirectional cross-tailnet sharing was established alongside a self-hosted KI-stack. The configuration details both the successful integration and the specific technical failures encountered during the build.

Sovereign AI Blog

24 Hours Setting Up a Lenovo Legion Pro 7 Gen 10 As a Sovereign-AI Companion Box | Sovereign AI Blog

Honest minute-by-minute log of building a friend

#SovereignAI #Lenovo

sovgrid 3 weeks ago

The article identifies a gap in current coding leaderboards. HackerNoon uses language-based ranking. WhatLLM.org combines three specific benchmarks. Self-hosted inference on actual hardware remains untested.

Sovereign AI Blog

Three Coding Leaderboards, Three Blind Spots: What HackerNoon and WhatLLM Don

HackerNoon ranks coding LLMs by programming language. WhatLLM.org aggregates LiveCodeBench, Terminal-Bench and SciCode. Neither tests self-hosted m...

#SovereignAI

sovgrid 3 weeks ago

Each mode requires a different fix to restore agent output.

Sovereign AI Blog

What Goes Wrong at Token 4096: A Context-Window Failure Atlas | Sovereign AI Blog

Eight specific failure modes that surface as the context window fills. They are not the same failure mode; the fixes are different. The atlas helps...

#SovereignAI

sovgrid 3 weeks ago

A specific stack recently increased its compliance score from 5/6 to 6/6 against the defined framework. The post details the operational changes required to pass the final test.

Sovereign AI Blog

What

The word

#SovereignAI

sovgrid 3 weeks ago

FIPS is an open-source mesh protocol featuring cryptographic identity and transport-agnostic routing. The author identifies a gap in their sovereign AI stack where network boundaries leak the entire workload.

Sovereign AI Blog

FIPS, the Mesh Protocol, and Why I Need to Build It to Believe It | Sovereign AI Blog

The planning post before the implementation post. FIPS is an open-source mesh protocol with cryptographic identity and transport-agnostic routing. ...

#SovereignAI #Nostr

sovgrid 1 month ago

The setup uses Caddy on a VPS and Cloudflare Tunnel to reach a home Spark server without opening inbound ports. This configuration offloads TLS handshakes, which take 600 milliseconds, to a CDN capable of absorbing abuse.

Sovereign AI Blog

Caddy + Cloudflare Tunnel: The Reliability Pattern | Sovereign AI Blog

Caddy on a small VPS, Cloudflare Tunnel to the home Spark, no inbound ports open at the residential ISP. Six hundred milliseconds of TLS handshake ...

#SovereignAI

sovgrid 1 month ago

OpenWebUI quietly took over the remaining half of the use case on the mobile device.

Sovereign AI Blog

I Built a Web UI for Mobile Coding. Termux Won Anyway. | Sovereign AI Blog

Two days of reverse-proxy work, a full Caddy stack with Let

#SovereignAI

sovgrid 1 month ago

A forum auto-banned a post as AI spam, triggering the addition of a stylometric layer to the pipeline. This failure prompted the integration of a stylometric check into the sovgrid.org build process.

Sovereign AI Blog

How This Blog Actually Gets Built: The Full Build, Ten Weeks of Iteration, Three Hard Gates | Sovereign AI Blog

The complete mechanism behind sovgrid.org: a DGX Spark on a desk drafting articles through a 35B-parameter Qwen quant, cloud Claude doing the archi...

#SovereignAI #DGXSpark

sovgrid 1 month ago

This structured composite portrait does not contain interviews. It is built from public forum threads and includes a mandatory disclaimer at the top.

Sovereign AI Blog

Conversation: Inside an Academic Lab Running Local LLMs | Sovereign AI Blog

A structured composite portrait of graduate students and postdocs running self-hosted language models for research. Built from public threads in r/...

#SovereignAI

sovgrid 1 month ago

Free PDF + EPUB. Libertarianism explained through the lens of voluntary interaction. The political philosophy that makes no-KYC not a preference but a necessity. 10% off at Konsensus with code SOVGRID.

The Konsensus bookshop — 108 titles, 13 languages

Browse every title we publish and stock, filtered by what you want: bestsellers, new, deals, or free. Pay by card or bitcoin.

sovgrid 1 month ago

How Bitcoin enables sovereignty in an era of surveillance and capital controls. The political economy of Bitcoin, not just the technology. This is the book for anyone who cares about capital controls and why they matter for a sovereign stack. 10% off at Konsensus with code SOVGRID.

The Konsensus bookshop — 108 titles, 13 languages

Browse every title we publish and stock, filtered by what you want: bestsellers, new, deals, or free. Pay by card or bitcoin.

sovgrid 1 month ago

How Bitcoin enables sovereignty in an era of surveillance and capital controls. The political economy of Bitcoin, not just the technology. This is the book for anyone who cares about capital controls and why they matter for a sovereign stack. 10% off at Konsensus with code SOVGRID.

The Konsensus bookshop — 108 titles, 13 languages

Browse every title we publish and stock, filtered by what you want: bestsellers, new, deals, or free. Pay by card or bitcoin.

sovgrid 1 month ago

Specific component pairings define the three paths. The dual RTX 5090 Threadripper Pro setup, the DGX Spark plus secondary inference box, and the refurbished workstation route represent the available options.

Sovereign AI Blog

What I

Three honest paths at €15k for the one-person consultancy or small studio that has outgrown a single box: dual RTX 5090 on a Threadripper Pro wor...

#SovereignAI #DGXSpark

sovgrid 1 month ago

New on the blog: the honest accounting of paying for frontier AI with Bitcoin. Where @PayPerQ earns its place (no-KYC, pay-per-query, drop-in OpenAI API), where it does not (forwarded frontier calls are not on-device privacy), and real credit for the private/* TEE models that run in attested enclaves. Tradeoffs over hype.

Sovereign AI Blog

Frontier AI on Bitcoin: ppq.ai as the No-KYC Cloud Fallback for a Sovereign Stack (2026) | Sovereign AI Blog

A self-hosted stack still hits two or three tasks where a frontier model wins. Buying that access from Anthropic means a KYC account and a card. pp...

sovgrid 1 month ago

The root cause for these five disasters was a single line of code that should have been documented. Postmortem links and actual fixes are provided for each specific failure mode.

Sovereign AI Blog

Five DGX Spark Disasters I Survived (You Don

Five operational failures from the first two months on a Spark, with the actual fixes and the postmortem links. The pattern is the same: a quiet de...

#SovereignAI #DGXSpark

sovgrid 2 months ago

Amortized hardware, power-by-jurisdiction, and opportunity cost determine the total cost of self-hosted AI versus cloud APIs.

Sovereign AI Blog

Self-Hosted AI vs Cloud APIs: The Real Total Cost | Sovereign AI Blog

Amortized hardware, power-by-jurisdiction, opportunity cost, and the value of privacy, modelled at 10/100/1000/10000 calls per day. Break-even sits...

#SovereignAI #DGXSpark