How AI makes the website cheaper without making it worse
AI is the productivity advantage. It is not an excuse to skip architecture, security, testing or search fundamentals.
Where AI helps
Modern models are particularly effective at accelerating repetitive and information-heavy parts of production.
- Research and requirement summarisation
- First-pass content structures
- Code scaffolding and repetitive implementation
- Migration assistance
- Test generation and review
- Documentation and technical comparison
Where human experience remains critical
AI can generate plausible work quickly. Experience is what distinguishes useful production decisions from plausible-looking mistakes.
- Architecture and platform selection
- Commercial scope
- Security boundaries
- Search strategy
- Accessibility judgement
- Final review and accountability
The economic result
Less time is spent manually reproducing patterns that software can now produce reliably under supervision.
That lets GRID EATER charge for the outcome and the judgement around it rather than preserving an older labour model simply because that model used to be normal.
- Fewer repetitive billable hours
- Shorter feedback loops
- Faster testing and iteration
- More time available for the decisions that matter
AI-assisted production stack
AI accelerates research, implementation, testing and iteration. Human engineering judgement remains responsible for the finished work.
AnthropicClaude models and AI-assisted analysis, coding and workflow support.
Google GeminiMultimodal models, research, coding and agentic workflows.
GitHubVersion control, code review, delivery history and controlled deployment.
OllamaLocal and self-hosted model workflows where that architecture is useful.
Hugging FaceOpen models, datasets and specialist AI tooling.Full text list
- OpenAI — Frontier models, Codex, agents, coding, research and business AI. Provider information
- Anthropic — Claude models and AI-assisted analysis, coding and workflow support. Provider information
- Google Gemini — Multimodal models, research, coding and agentic workflows. Provider information
- GitHub — Version control, code review, delivery history and controlled deployment. Provider information
- Ollama — Local and self-hosted model workflows where that architecture is useful. Provider information
- Hugging Face — Open models, datasets and specialist AI tooling. Provider information
Web standards, code and frameworks
We are not locked to a single framework. Straightforward sites should stay straightforward; applications can use deeper stacks when justified.
HTML5Semantic document structure and modern browser standards.
CSSResponsive layout, presentation, accessibility and performance-conscious styling.
JavaScriptStandards-based browser and application behaviour.
TypeScriptTyped application development for maintainability and safer change.
ReactComponent-based user interfaces when an application needs them.
Next.jsFull-stack React framework for suitable applications and content sites.
VueProgressive user-interface development.
SvelteCompiled, performance-conscious user-interface development.
AstroContent-focused websites with low client-side JavaScript where appropriate.
PythonAutomation, data processing, APIs and supporting services.Full text list
- HTML5 — Semantic document structure and modern browser standards. Provider information
- CSS — Responsive layout, presentation, accessibility and performance-conscious styling. Provider information
- JavaScript — Standards-based browser and application behaviour. Provider information
- TypeScript — Typed application development for maintainability and safer change. Provider information
- React — Component-based user interfaces when an application needs them. Provider information
- Next.js — Full-stack React framework for suitable applications and content sites. Provider information
- Vue — Progressive user-interface development. Provider information
- Svelte — Compiled, performance-conscious user-interface development. Provider information
- Astro — Content-focused websites with low client-side JavaScript where appropriate. Provider information
- Python — Automation, data processing, APIs and supporting services. Provider information
The detailed pages exist for customers who want to inspect the engineering. The customer-facing offer remains deliberately straightforward.