Magical tech stack
Magical builds mostly with TypeScript, Python. Its stack also includes Anthropic, Hugging Face. Anthropic is named in 4 of the 9 job postings Magical published in the last 12 months (44%). Counted by Alion from the job postings of Magical, updated Oct 16, 2026.
What programming languages does Magical use?
TypeScript is named in 22% of job postings at Magical, followed by Python (11%).
TypeScript
2 22%
Python
1 11%
What cloud and platforms does Magical use?
Anthropic is named in 44% of job postings at Magical, followed by Hugging Face (44%), OpenAI (44%).
What developer tools does Magical use?
Microsoft Excel is named in 11% of job postings at Magical.
What AI and ML technologies does Magical use?
Claude is named in 11% of job postings at Magical.
Claude
1 11%
Which engineering practices does Magical ask for?
AI Agents is named in 100% of job postings at Magical, followed by Human-in-the-Loop (44%), Self-Healing (33%), Multi-Agent Systems (22%).
AI Agents
9 100%
Self-Healing
3 33%
How does your stack fit Magical?
How is the Magical stack changing?
Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.
How modern is the Magical stack?
Magical scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How common is the Magical stack in its industry?
Share of the 1,514 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Magical
Questions about the Magical tech stack
What programming languages does Magical use?
The languages named in Magical job postings are TypeScript (22%), Python (11%), as a share of the 9 postings of the last 12 months.
Does Magical use Anthropic?
Yes. Anthropic is named in 4 of 9 job postings (44%) and required in 4 of them.
What cloud and platforms does Magical use?
The cloud and platforms named in Magical job postings are Anthropic (4), Hugging Face (4), OpenAI (4) (postings in brackets).
Is the Magical tech stack changing?
Yes. TypeScript, Human-in-the-Loop, Self-Healing first appeared in Magical job postings in the last six months.
How modern is the Magical tech stack?
Magical scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.
How does Alion know the Magical tech stack?
Alion reads every job posting Magical publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 16, 2026.
Method and citation
Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count
Alion, "Magical tech stack: 12 technologies from 9 job postings", as of Oct 16, 2026. https://alion.io/company/magical/technologies