aitechmagic.com valid
AI Tech Magic
Practical writing by Virginia Kalesic on manufacturing AI, source-grounded assistants, evaluation and production readiness.
- Authority
- 48 reach 0 · trust 10 · quality 23 · freshness 15
- Tier
- listed
- llms.txt
- https://blog.aitechmagic.com/llms.txt
- llms-full.txt
- https://blog.aitechmagic.com/llms-full.txt
- Sections
- 3
- Links
- 7
- Size
- 1647 bytes
- Registered
- 2024-06-11
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- AI and machine learning · Industry and manufacturing
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-26T11:47:58.734Z
- Last checked
- 2026-10-26T11:47:59.630Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T11:47:58.737Z. Cached copy · Source on aitechmagic.com
# AI Tech Magic
> Practical writing by Virginia Kalesic on manufacturing AI, source-grounded assistants, evaluation and production readiness.
Public Ghost content for AI and LLM tooling. Use `/llms-full.txt` for consolidated page and post context.
Append `.md` to any post or page URL to get the content in Markdown (for example, `/example-post.md`).
## Pages
- [About AI Tech Magic](https://blog.aitechmagic.com/about.md) - AI Tech Magic is about making AI useful in the places where a confident wrong answer has consequences. I'm Virginia Kalesic. I build source-grounded assistants for manufacturers, turning approved manuals, procedures and accumulated operational knowledge into answers people can trace back to the sou…
## Posts
- [What AI-supported schools can teach us about agent specs](https://blog.aitechmagic.com/alpha-schools-agent-spec.md) - An illustrative design exercise: define the AI's task, the evidence of progress and the decisions that remain with a person.
- [Specification: the work before the prompt](https://blog.aitechmagic.com/specification-engineering.md) - Before choosing a model or polishing a prompt, define the task, context, boundaries and evidence of a good result.
- [Why AI pilots stall before production](https://blog.aitechmagic.com/why-ai-agent-pilots-fail.md) - A convincing demo is a starting point. Production readiness needs defined boundaries, representative tests, source evidence and a named owner.
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| aiandbusiness.com | AIandBusiness.com | documentation AI and machine learning Developer tools +1 | — | 46 | ✓ | ✓ | |
| auraone.ai | AuraOne | documentation AI and machine learning Business software | US | 53 | ✓ | ✓ | |
| kms-technology.com | KMS Technology: Build the Products that Shape the Future | informational Business software | — | 51 | ✓ | ||
| ai21.com | AI21: AI21 | documentation AI and machine learning | — | 60 | ✓ | ||
| eclipseautomation.com | Eclipse Automation | documentation Industry and manufacturing | US | 48 | ✓ |
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