Ayli tech stack
Ayli builds mostly with C#, C++, Python. Its stack also includes SIEM, .NET, LangChain, LangGraph. SIEM is named in 3 of the 5 job postings Ayli published in the last 12 months (60%). Counted by Alion from the job postings of Ayli, updated Oct 11, 2026.
What programming languages does Ayli use?
C# is named in 20% of job postings at Ayli, followed by C++ (20%), Python (20%).
C# 
What frameworks and libraries does Ayli use?
LangChain is named in 20% of job postings at Ayli, followed by LangGraph (20%).
What cloud and platforms does Ayli use?
SIEM is named in 60% of job postings at Ayli, followed by .NET (20%), AWS (20%), AWS Bedrock (20%).
.NET
1 20%
AWS
1 20%
AWS Bedrock
1 20%
Azure
1 20%
Cortex XSOAR
1 20%
GitLab CI
1 20%
Splunk
1 20%
What developer tools does Ayli use?
Model Context Protocol is named in 20% of job postings at Ayli, followed by Rest API (20%), Terraform (20%).
Which engineering practices does Ayli ask for?
IAM is named in 40% of job postings at Ayli, followed by SLI/SLO/SLA (40%), AI Agents (20%), CI/CD (20%).
How does your stack fit Ayli?
How modern is the Ayli stack?
Ayli scores 80 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 Ayli stack in its industry?
Share of the 3,776 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Ayli
Questions about the Ayli tech stack
What programming languages does Ayli use?
The languages named in Ayli job postings are C# (20%), C++ (20%), Python (20%), as a share of the 5 postings of the last 12 months.
Does Ayli use SIEM?
Yes. SIEM is named in 3 of 5 job postings (60%) and required in 3 of them.
What cloud and platforms does Ayli use?
The cloud and platforms named in Ayli job postings are SIEM (3), .NET (1), AWS (1) (postings in brackets).
Is the Ayli tech stack changing?
No new technology has appeared in Ayli job postings in the last six months.
How modern is the Ayli tech stack?
Ayli scores 80 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 Ayli tech stack?
Alion reads every job posting Ayli publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 11, 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, "Ayli tech stack: 22 technologies from 5 job postings", as of Oct 11, 2026. https://alion.io/company/ayli-2/technologies