About
Ank's notes on working with AI. App development, tools, and model selection, with experience notes clearly separated from documented tests and methods you can try yourself.
About Ank Blog
Ank Blog covers AI and software tools, practical projects and personal notes. Tool picks distinguish hands-on experience from source-based research, with use cases, limitations and sources. The shop presents this site’s products and services.
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About me
Ank
AI application developer / prompt engineering practitioner
I work on AI applications, prompt engineering, context engineering, and automated workflows. These practical notes distinguish experience from documented tests and include methods for further verification.
How I write here
- State the basis for a conclusion. Experience notes explain where the advice applies. Documented tests include a date, environment, scope, and evidence.
- Conclusion first. Result up front, reasoning after — so you can decide in two seconds whether to keep reading.
- Fewer posts over filler. One usable post a week beats a daily copy-pasted “AI digest”. If one line says it, I don't stretch it into a paragraph.
What I write about
- AI app development - Claude / GPT APIs, agent frameworks, RAG in practice
- Prompt & context engineering - treating the model as a colleague with boundaries
- Model selection & cost - what Opus, Sonnet, and Haiku are each good for
- AI x workflows - automating the everyday with Claude Code, Cursor, and scripts
- Reading & notes - occasionally looking up from the tools to ask where all this is heading
Finally
These notes evolve with practice, including the limits and problems I encounter. Take what's useful; if you see it differently, leave a message or reach out.