shouldiuse.io

VERDICT

Should I use Glukhov (Notes on the margins)?

Notes on the margins — Rost Glukhov, AI Systems & Infrastructure publication - glukhov.org

Skip. This is Rost Glukhov's personal AI-systems and infrastructure blog, not a product — there is nothing to buy, deploy, or get support for. Read it free if you research LLM hosting or AI dev tools; skip it entirely if you were shopping for software.

Confidence

High. Based on 8 public sources; page is a personal technical blog, not a vendored product, so no alternatives or buyer comparisons apply.

Ratings

  • Value for money
  • Ease of useNo evidence; it is a blog
  • Feature depthNot software; no features to score
  • Support qualityNo evidence of any support channel
  • Security posture

Pricing

Not disclosed

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed
Free tierYes

Best for

  • Engineers researching LLM hosting costs
  • Devs evaluating AI coding agents
  • Self-hosting and infrastructure readers
  • LLM security learners

Not for

  • Anyone shopping for software to buy
  • Teams needing vendor support or SLAs
  • Buyers expecting a product roadmap or contract
  • Non-technical readers wanting a tool

Gotchas - check before you buy

medium

No support channel; it is one author's writing, not a vendor product

medium

Site's /security page throws AccessDenied — odd for an LLM-security blog

low

Trust scan 76/100 (Nov 2025); fine for reading, not vendor-grade

Pros and cons

Pros

  • Hands-on reviews of AI coding tools like opencode
  • Covers LLM hosting costs, self-hosting, vendor lock-in
  • Practical comparisons, e.g. Wayland vs X11 for 2026
  • Free personal publication with public articles

Cons

  • Not software: a personal blog with nothing to deploy
  • Own /security page returns an AccessDenied error
  • Third-party trust scan only 76/100
  • Solo author: no support, SLAs, or roadmap

Sources & method

Analyzed 9/26/2026 - 8 sources - No known vulnerabilities found in the sources reviewed; GridinSoft rates the site 76/100 and its own /security page returns AccessDenied.

official x7security x1
  • Site's own /security page returns AccessDenied, The product security page at serves an AccessDenied error instead of security content.

Key stats

  • Value for money: 5/5

    Rating

  • Not disclosed

    Starting price

  • 8

    Sources

  • Analyzed

  • Value for money: 5/5. Free to read; no purchase involved
  • Ease of use. No evidence; it is a blog
  • Feature depth. Not software; no features to score
  • Support quality. No evidence of any support channel
  • Security posture: 3/5. 76/100 trust scan; own security page broken
  • 76/100 Site trust score GridinSoft URL scan, Nov 2025
  • Free Price Public blog, no paywall found
  • Solo author Publisher Rost Glukhov, AI systems & infra

Pricing

Free tier: Yes

Security

No known vulnerabilities found in the sources reviewed; GridinSoft rates the site 76/100 and its own /security page returns AccessDenied.

  • Site's own /security page returns AccessDeniedThe product security page at serves an AccessDenied error instead of security content.³

What users say

No independent user reviews exist; the third-party signal is a GridinSoft URL trust scan.

Full analysis

Based on 8 public sources; page is a personal technical blog, not a vendored product, so no alternatives or buyer comparisons apply.

Not a product: Rost Glukhov's personal AI/infrastructure blog. Free reading, nothing to buy or deploy.

Methodology

Based on 8 public sources; page is a personal technical blog, not a vendored product, so no alternatives or buyer comparisons apply.

Sources

  1. Glukhov.org Review: Safe or Legit? (76/100 Trust Score)gridinsoft.com
    security
  2. AI Systems & Infrastructure - Rost Glukhovglukhov.org
    official
  3. Product security pageglukhov.org
    official
  4. Terms and Conditions - Rost Glukhovglukhov.org
    official
  5. Oh My Opencode Review: Honest Results, Billing Risksglukhov.org
    official
  6. Data Gravity: The Real Cost of API-First AIglukhov.org
    official
  7. Wayland vs X11: 2026 Comparisonglukhov.org
    official
  8. Rost Glukhov. Personal Site.glukhov.au
    official

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