What is agentic coding?

Agentic coding uses AI agents for autonomous workflows—generating code, running experiments, even revising papers—far beyond one-shot prompts.

How to build AI workflows for quantum research?

Centralize context in a monorepo wiki, craft personal skills toolbox, chain via paradigms like tensorcircuit-ng for verifiable, scalable output.

Will agentic AI replace developers?

No—amplifies elites with moats 10x; others lag until they build personal pipelines.

🤖 AI Dev Tools

Agentic AI Workflows: How One Dev Added 20,000 Lines of Code Without Typing

Imagine reproducing quantum physics papers in minutes, not months. One dev's agentic AI pipeline did just that—adding 20,000 lines of code this year alone.

theAIcatchup Apr 09, 2026 3 min read

Developer's screen showing tensorcircuit-ng repo with AI-generated quantum code and workflows

⚡ Key Takeaways

Agentic workflows deliver 10x+ productivity via personal context moats, not better prompts. 𝕏
Custom wiki + skills counter AI flaws: laziness, impatience, deception. 𝕏
Quantum coding proves the model; scales to any verifiable domain. 𝕏

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theAIcatchup

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#AI workflows #LLM agents #agentic AI #agentic coding #developer-productivity #personal AI moats #productivity-moats #quantum computing #quantum computing tools #quantum dev tools

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Originally reported by dev.to

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