Independent AI media & tools
Practical AI,
tested hands-on.
An independent project exploring AI through hands-on experiments, plain-language writing and small tools.
The newsletter
Latest from the newsletter
Notes on local models, prompting, token efficiency and agents.
Sample entries below. Titles, summaries, dates and article links are placeholders; “Read” opens the newsletter for now.
Built for the workflow
Small tools. Useful jobs.
Post Miner / Concept illustrationIn development
Post Miner
An early-stage tool to find and rank AI news and community posts, then turn them into short, publishable notes.
Built for our own workflow.
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Make sense of the technology.
A home for short educational videos and images.
Sample topics for future content. Each currently links to an external Hugging Face learning resource.
Placeholder topic
How language models work
Start with the ideas behind language models.
Explore resource: Hugging Face LLM courseExternal resource · Hugging Face
Placeholder topic
Writing useful prompts
Explore how to give a model clear instructions.
Explore resource: Hugging Face prompt engineering guideExternal resource · Hugging Face
Placeholder topic
Understanding AI agents
Explore models that use tools to complete tasks.
Explore resource: Hugging Face AI agents courseExternal resource · Hugging FaceHow we work
From experiment to explanation.
- 01
Test it hands-on
We try the models, prompts and tools ourselves.
- 02
Check the results
A human checks the evidence and the final output.
- 03
Share what works
We turn what we learn into plain-language notes.
About
An independent point of view.
Tech in General is an independent project covering practical AI through a newsletter, small tools and educational content.
We use the Claude API and other AI tools for research and drafting, with a human reviewing what we publish.
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Write about an AI experiment, a tool worth trying, or a correction to something we’ve published.