AI Use Disclosure
Last updated: April 2026
This AI Use Disclosure explains how Coder to Corner Office (“CTCO”, “we”, “us”, or “our”) uses artificial intelligence tools in the creation and maintenance of this website and its content.
Our Approach to AI
We believe in transparency about how AI is used in our work. AI is a tool that assists and accelerates — it does not replace human judgement, expertise, or editorial responsibility.
Content Creation
AI tools may be used to assist with:
- Drafting and editing: Generating initial drafts, suggesting improvements, or restructuring content for clarity
- Research assistance: Summarising technical documentation, identifying relevant sources, or exploring topics
- Code examples: Generating, reviewing, or refactoring code snippets used in articles
- Proofreading: Checking grammar, spelling, and readability
- Image generation: Creating featured images, illustrations, diagrams, and visual assets for articles using AI image generation models. All generated images are reviewed, curated, and may be edited before publication
All content published on this site is reviewed, verified, and approved by a human author before publication. AI-generated output is never published without human oversight. Any factual claims, technical guidance, or recommendations reflect the author’s own understanding and experience.
Site Development
AI tools are used in the development and maintenance of this website, including:
- Writing and debugging code
- Generating boilerplate and configuration
- Assisting with design and layout decisions
- Automating repetitive development tasks
As noted in the site footer, this blog and site is developed by Joe, supported by an Agentic AI Quorum.
AI Tools We Use
The specific AI tools and models we use evolve over time. The table below provides a breakdown of how AI is used across different content and output types, and which models or tools are primarily used for each.
| Content / Output Type | Description | Primary Models / Tools |
|---|---|---|
| Article drafting & editing | Generating drafts, restructuring, and improving prose | Github Copilot - Opus 4.6 |
| Research & summarisation | Exploring topics, summarising documentation and sources | Github Copilot - Opus 4.6 |
| Code examples & snippets | Generating, reviewing, and refactoring code in articles | Github Copilot - Opus 4.6 & OpenAI Codex |
| Proofreading & grammar | Checking spelling, grammar, and readability | Grammarly (So whatever AI they use) |
| Featured images | Creating hero/featured images for blog posts | Google Gemini (Web) |
| Illustrations & diagrams | Generating explanatory visuals and technical diagrams | Anthropic Claude (Web) |
| Site development | Writing, debugging, and maintaining the website codebase | Github Copilot - Opus 4.6 & OpenAI Codex |
| SEO & metadata | Generating descriptions, titles, and structured data | Github Copilot - Sonnet 4.6 |
| Image optimisation | Compressing and optimising images for web delivery | Good old fashioned scripting |
Entries will be updated as specific model choices are rotated through.
What AI Does Not Do
- AI does not make editorial decisions about what we publish
- AI does not determine our opinions, recommendations, or conclusions
- AI does not interact with readers or respond to comments on our behalf
- AI-generated content is not published without human review and approval
Accuracy and Responsibility
While AI tools can be helpful, they can also produce errors or hallucinations. We take responsibility for the accuracy of everything published on this site, regardless of whether AI was involved in its creation. If you spot an error, please let us know via LinkedIn.
Changes to This Disclosure
We may update this disclosure as our use of AI tools evolves. The “Last Updated” date at the top of this page reflects the most recent revision.