Outer Limit
AI Governance & Compliance · AI Agents

Outer Limit tech stack

Outer Limit builds mostly with C#, Python, SQL, PowerShell. Its stack also includes Azure, AWS, Amazon Redshift, Google BigQuery. Azure is named in 6 of the 7 job postings Outer Limit published in the last 12 months (86%). Counted by Alion from the job postings of Outer Limit, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
53
Postings analysed
7
Open now
3
Modernity
84 /100

What programming languages does Outer Limit use?

C# is named in 43% of job postings at Outer Limit, followed by Python (43%), SQL (29%), PowerShell (14%).

C# 3 43% required in 67% · 2 open now · since Sep 2026
Python 3 43% optional · since Sep 2026
SQL 2 29% required in 50% · 2 open now · since Oct 2026
PowerShell 1 14% required in 100% · 1 open now · since Sep 2026
JavaScript 1 14% optional · since Sep 2026

What frameworks and libraries does Outer Limit use?

LangChain is named in 14% of job postings at Outer Limit, followed by Push Notifications (14%), React.js (14%), Tailwind CSS (14%).

LangChain 1 14% required in 100% · since Sep 2026
Push Notifications 1 14% required in 100% · 1 open now · since Sep 2026
React.js 1 14% optional · since Sep 2026
Tailwind CSS 1 14% optional · since Sep 2026

What databases does Outer Limit use?

Amazon Redshift is named in 14% of job postings at Outer Limit, followed by Google BigQuery (14%).

Amazon Redshift 1 14% optional · since Sep 2026
Google BigQuery 1 14% optional · since Sep 2026

What cloud and platforms does Outer Limit use?

Azure is named in 86% of job postings at Outer Limit, followed by AWS (43%), Auth0 (29%), Crowdstrike (29%).

Azure 6 86% required in 83% · 3 open now · since Sep 2026
AWS 3 43% required in 67% · 2 open now · since Sep 2026
Auth0 2 29% required in 50% · 2 open now · since Oct 2026
Crowdstrike 2 29% required in 50% · 1 open now · since Sep 2026
Okta 2 29% required in 50% · 2 open now · since Oct 2026
.NET 1 14% required in 100% · since Sep 2026
AWS Bedrock 1 14% required in 100% · since Sep 2026
Anthropic 1 14% required in 100% · since Sep 2026
Show all (22)
Copilot Studio1
Figma1
Microsoft Entra ID1
Microsoft Sentinel1
OpenAI1
SIEM1
Splunk1
Tines1
Windows1
Amazon ECS1
Apache Kafka1
Databricks1
Microsoft Defender1
Spark1

What developer tools does Outer Limit use?

Model Context Protocol is named in 29% of job postings at Outer Limit, followed by Copilot (29%), Cursor (29%), Docker (14%).

Model Context Protocol 2 29% required in 100% · since Sep 2026
Copilot 2 29% optional · 2 open now · since Oct 2026
Cursor 2 29% optional · 2 open now · since Oct 2026
Docker 1 14% required in 100% · since Sep 2026
Google ADK 1 14% required in 100% · since Sep 2026
Rest API 1 14% required in 100% · since Sep 2026
Terraform 1 14% required in 100% · since Sep 2026
Vite 1 14% optional · since Sep 2026
Show all (9)
pySpark1

What AI and ML technologies does Outer Limit use?

LLM is named in 71% of job postings at Outer Limit, followed by Claude (43%).

LLM 5 71% required in 20% · 2 open now · since Sep 2026
Claude 3 43% required in 33% · 2 open now · since Sep 2026

Which engineering practices does Outer Limit ask for?

AI Agents is named in 71% of job postings at Outer Limit, followed by CI/CD (29%), Function Calling (29%), Human-in-the-Loop (14%).

AI Agents 5 71% required in 80% · 2 open now · since Sep 2026
CI/CD 2 29% required in 50% · 2 open now · since Oct 2026
Function Calling 2 29% required in 50% · since Sep 2026
Human-in-the-Loop 1 14% required in 100% · since Sep 2026
NIST AI RMF 1 14% required in 100% · since Sep 2026
DHCP 1 14% optional · 1 open now · since Sep 2026
DNS 1 14% optional · 1 open now · since Sep 2026
VPN 1 14% optional · 1 open now · since Sep 2026
Show all (9)
Wi-Fi1

How does your stack fit Outer Limit?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How modern is the Outer Limit stack?

Cutting-edge AI adopter 84/100

Outer Limit scores 84 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: 2; legacy ones: 0.

How common is the Outer Limit stack in its industry?

Share of the 1,586 companies in the same industries, whose stack Alion knows, that use each technology.

Azure33%
LLM52%
AWS49%
C#9%
Claude28%
Python66%
Auth01%
Crowdstrike2%
Okta5%
SQL42%

Questions about the Outer Limit tech stack

What programming languages does Outer Limit use?

The languages named in Outer Limit job postings are C# (43%), Python (43%), SQL (29%), PowerShell (14%), JavaScript (14%), as a share of the 7 postings of the last 12 months.

Does Outer Limit use Azure?

Yes. Azure is named in 6 of 7 job postings (86%) and required in 5 of them.

What cloud and platforms does Outer Limit use?

The cloud and platforms named in Outer Limit job postings are Azure (6), AWS (3), Auth0 (2) (postings in brackets).

Is the Outer Limit tech stack changing?

No new technology has appeared in Outer Limit job postings in the last six months.

How modern is the Outer Limit tech stack?

Outer Limit scores 84 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: 2; legacy ones: 0.

How does Alion know the Outer Limit tech stack?

Alion reads every job posting Outer Limit publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Nov 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, "Outer Limit tech stack: 53 technologies from 7 job postings", as of Nov 11, 2026. https://alion.io/company/outerlimit/technologies

Licence: CC BY-SA 4.0JSON