Incomplete I/O

What Incomplete I/O does

Incomplete I/O is a personal technical blog operated by an individual developer, Matt Geddes, based in Tallinn, Estonia. The site publishes educational articles organized into four content categories: SSH (covering OpenSSH and ProxyJump configuration), Linux (covering the GNU/Linux operating system and the /proc filesystem), WASM (covering WebAssembly for smart contracts and serverless functions), and LLMs (covering AI and large language models). The site is built using the Hugo static site generator and is freely accessible at incomplete.io with no paywall, registration, or commercial transaction required.

The entity does not develop, sell, or license software products or services. There is no disclosed pricing model, no revenue model, no customers, no headcount, and no funding. The input data explicitly states that pricing is not publicly disclosed because this is a personal technical blog operated by an individual author, and no commercial products or services are offered. Distribution is limited to the blog website itself and a GitHub profile at github.com/mattgeddes.

The blog's only documented commercial-adjacent relationship is a content collaboration with Versatus (dated October 25, 2023), where Incomplete I/O published an article explaining Versatus's technical decision to use WebAssembly as a compilation target for smart contracts and serverless functions. This is characterized as a minor content partnership rather than a revenue-generating arrangement. Operating status is active, with site content dates ranging from 2023 through 2026.

Name

Incomplete I/O

Website

https://incomplete.io

Company type

Private

Founded year

2025

Operating status

Operating

Short description

Incomplete I/O is a personal technical blog by Matt Geddes publishing free educational articles on SSH, Linux, WebAssembly, and LLMs for software developers, system administrators, and DevOps engineers. No commercial products or services are offered.

Ownership category

akta.pro rank

Product category

Technical Content Publishing

NAICS

Other Computer Related Services (541519), Other Scientific and Technical Consulting Services (54169)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Engineering, Accounting, Research, Management (8700)

akta.pro primary industry

Incident Response, On-Call & Operational Readiness (BPAEAKAL)

Keywords

• Technical blog content
• Developer education
• Open-source documentation
• DevOps tutorials
• Systems administration guides

Headquarters

HQ city

Tallinn

HQ country

Estonia

HQ region

Europe

Markets served

GTM type

B2C

Offering type

Digital Commerce or Content

Cost components

Operations

Distribution channels1 record

Marketing channels2 records

Core offering

Incomplete I/O is a personal technical blog and knowledge-sharing website authored by Matt Geddes. It publishes freely accessible educational articles organized into four topic areas: SSH/OpenSSH (e.g., ProxyJump configuration guides), Linux (e.g., /proc filesystem forensics), WebAssembly/WASM (e.g., smart contract and serverless use cases), and LLMs (e.g., AI implementation foot-guns). No commercial products or services are offered; the site is built with Hugo static-site tooling.

Product overview

Incomplete I/O is a personal technical blog and knowledge-sharing website authored by Matt Geddes (GitHub: mattgeddes). It is not a product or software company. The site publishes educational content and technical articles organized into four main topic areas: LLMs (covering AI and Large Language Models), Linux (covering the GNU/Linux operating system), WASM (covering Web Assembly), and SSH (covering the SSH protocol and OpenSSH). The site contains articles including 'AI Foot-Guns' discussing risks in LLM-driven automation, 'Linux Process State' exploring the /proc filesystem for forensics and automation, 'Jump Hosts and OpenSSH' explaining ProxyJump configuration, and 'Why Wasm At Versatus' describing WebAssembly use cases for smart contract execution.

Differentiator

Problem solved

Functional benefit

Products and services

• Incomplete I/O Technical Blog A freely accessible personal technical blog publishing educational articles on SSH/OpenSSH, GNU/Linux, WebAssembly, and LLMs/AI for software developers, system administrators, and DevOps engineers.

Segments1 record

Ideal customer profiles1 record

Technology focussed No

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Feature1 record

Partnerships

One partnership is on record.

• VersatusminorGTM or Marketing Partner · 25 October 2023Incomplete I/O published an article titled 'Why Wasm At Versatus' explaining why Versatus chose WebAssembly as a target for smart contract execution and serverless functions. The article discusses WASM advantages including common programming language support, controlled security via WASI, and extensibility features. This appears to be content collaboration where the blog features Versatus's technology decisions.

Recent moves3 records

Expansion highlights3 records

Emerging players

• Hashnode: Developer-focused blogging platform serving individual technical writers and engineering audiences. Comparable as a publishing venue and community for the same target persona (software developers and DevOps engineers).
• Dev.to (Forem): Open-source developer community and publishing platform. Comparable as a venue and ecosystem for individual technical authors writing about SSH, Linux, WebAssembly, and AI topics.
• Substack: Subscription newsletter platform widely used by individual technical writers to monetize developer-focused content. Comparable as an alternative distribution and monetization model for the same solo-author publishing model.

Others

• Sysdig: DevOps and cloud security platform with deep Linux and container observability content. Comparable as an adjacent infrastructure/security services company whose domain overlaps with the SSH/Linux coverage on the blog.
• Versatus: WebAssembly-based smart contract and serverless platform. Already a content collaboration partner; comparable as an adjacent technology company exploring WASM use cases covered on the blog.

Broad incumbents

• Medium: Large-scale content publishing platform hosting individual technical writers across software and infrastructure topics. Comparable as a distribution channel and competing venue for the same long-form developer content.
• DigitalOcean Community: Major cloud infrastructure provider that publishes extensive Linux, SSH, and DevOps tutorials for developers. Comparable as a content publisher covering overlapping technical domains (Linux, SSH, infrastructure).
• Fly.io Blog: Infrastructure platform publishing deep technical blog content on Linux, networking, and WASM-adjacent topics. Comparable as a content producer in the same infrastructure/systems space serving a developer audience.
• Cloudflare Blog: Large infrastructure company publishing deep technical posts on networking, security, and performance. Comparable as an authoritative voice in infrastructure/security content reaching the same developer readership.

Direct peers

• Julia Evans (wizardzines): Individual creator producing educational technical content on Linux, networking, and systems topics. Directly comparable as a solo-operated developer education brand with similar hands-on, explanatory style.

Market position

Competitive moat2 records

Key risks4 records

Key highlights5 records

Customer concentration

• GitHubgithub.com/mattgeddes

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Incomplete I/O